data science & business analytics program new student...
TRANSCRIPT
WAYNE STATE UNIVERSITY
Data Science amp Business Analytics Program
New Student OrientationCollege of Engineering
Industrial amp Systems EngineeringComputer Science
Mike Ilitch School of BusinessInformation Systems Management
Marketing amp Supply Chain Management
Wayne State University
August 11 2017
WAYNE STATE UNIVERSITY
Toni Somers PhDbull Associate Dean amp Professor bull Mike Ilitch School of Business Information Systems
Managementbull Toni_Somerswayneedu | 313-577-9594 | Homepage
Ratna Babu Chinnam PhDbull Professor amp Directorbull Industrial amp Systems Engineering Departmentbull RatnaChinnamwayneedu | 313-577-4846 | Homepage
Ming Dong PhDbull Associate Professor amp Directorbull Computer Science Departmentbull MDongwayneedu | 313-577-0725 | Homepage
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Directors
2
Data-Driven Businessldquo Track
Advanced ldquoAnalyticsldquo Track
Computational ldquoEngineeringldquo amp Platforms Track
WAYNE STATE UNIVERSITY
Welcomebull Deans Chairs Program Directors
(Big) Data Science amp Business Analytics Background Program Overview
bull Visionbull Requirementsbull Plans of Work
Fall 2017 Cohort Program Faculty Program Staff amp Advisors
Fall 2017 Coursesbull Syllabi Class Schedule
RoomsBuildings
Platforms amp Resources Blackboard Course Management
System Academica Platform
bull Registration Transcripts Graduation
One Card Parking Libraries 2018 Big Data amp Business
Analytics Symposium
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 3
Outline
WAYNE STATE UNIVERSITY
(BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
4Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Content Explosion Internet Minute (2016)Managing Content Explosion
5
SOURCE httpswwwarbornetworkscombloginsightin-an-internet-minute
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big data has now reached every sector Modern economic activity simply couldnrsquot take place without it
Big data will underpin new waves of productivity
US alone faces a shortage of 140~190k people with deep analytical skills and 15 million managers and analysts
The Promise of Big DataMGI Report on Big Data (June 2011)
SOURCE McKinsey Global Institute analysis
6Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Four Vrsquos of Big Data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 7
What is Big Data
WAYNE STATE UNIVERSITY
Top recurring themes in our thought leadersrsquo definitions
8
What precisely is Big Data
Source Philip Rathle
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Large Data Sets and or Advanced Analyses
9
What is Big Data to Us
ldquoSmallrdquo Data Sets
ldquoLargerdquo Data Sets
ldquoStandardrdquoAnalyses Big Data
ldquoAdvancedrdquo Analyses Big Data Big Data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Reasons for Investing in Big DataData Domains
10
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2012 amp HBRORG
WHAT DATA DOMAINS ARE YOU MOST FOCUSED ON
12
24
34
44
49
49
49
56
73
Supply chain data
Industry specific data
Product data
Channel data
Warranty amp fraud detection
Service data
Market amp competitive data
Customerprospect data
Customer transactionsOUR EXPERIENCE
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
ldquoOur colleagues caught many peoplersquos attention Unfortunately achieving the level of impact MGI
foresaw has proved difficultrdquo
For most legacy companies data-analytics success has been limited to a few tests or to narrow slices of the
business Very few have achieved ldquobig impact through big datardquo or impact at scale
Three-quarters of analytics leaders from major companies quite committed to realizing the potential
of big data and advanced analytics estimate that revenue or cost improvement achieved is less than 1
The RealityMcKinsey on Getting Big Impact from Big Data (Jan 2015)
SOURCE David Court Getting big impact from big data McKinsey Quarterly January 2015
11Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Key Building Blocks Good Plan Leadership Support Address Cultural and Skill-building Challenges for the Front Line to embrace Change
Major Reasons for Failurebull Front line managers lack understanding and confidence in analyticsbull Organizational processes unable to accommodate advancements in
analytics and automationbull Analytics efforts that lack focus and clear business justificationbull Not involving the end usersbull Lack of effective data ecosystemsbull Lack of robustness in analytic solutionsbull Analytics and data science methods unable to deal with the
complexities of the real-world
Reasons for Lack of (Big) Impact
12Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
BIG DATA HAS BEEN A BIG SUCCESS5th Annual ldquoBig Data Executive Surveyrdquo - NewVantage (Jan 2017)
50 Business amp Technology Leaders from Leading Companies
Companies that invested gt $100M on big data initiatives 37 Over $1B 65
Initiatives Arenrsquot Cheap
Achieved ldquomeasurable resultsrdquo from big data investments 484Big data initiatives have been successful 807
Results
13Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
Primary Obstacle to Success ldquoCulturerdquo
21
26
28
30
41
41
43
Lack of data governance policies andpractices
Inability to create a shared vision
Technology resistance or lack ofunderstanding
Lack of a coherent data strategy
Business resistance or lack ofunderstanding
Lack of middle managementunderstanding
Insufficient organizational alignment
14Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Data Science Extracting knowledge and insights from databull Can be applied to a number of domains
including business
Business Analytics Enabling effective decisions and business processesbull Benefits from data sciencebull Has a well-defined contextbull Addresses or accounts for a number of
other elementsnuancesndashBehavioral aspects (decision makers customers hellip)ndashCompeting objectives and resource constraintsndashRisks Work flows Difficulty of execution Culture hellip
Business Analytics vs Data Science
15
DataScience
CleansingModels amp AlgorithmsAnalysisVisualizationImplementation
BusinessAnalytics
DecisionsProcessesContextRisksRewardsBehaviorsWork Flows
ldquoPredictiverdquo vs ldquoPrescriptiverdquo
Analytics
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Prescriptive Analytics
Predictive Analytics
Descriptive Analytics
SOURCE Carmen Taglienti Slalom Consulting
Analytics MaturityANALYTICS MATURITY COMPARED TO PROJECTED BUSINESS VALUE
16Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityTowards Cognitive Analytics
Val
ue
Difficulty17
SOURCE httpwwwsupplychainshamancomdemanddemanddrivenusing-the-bits-building-digital-outside-in-processes
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityAlternative Perspective
18
SOURCE Gartner Business Intelligence and Analytics Summit 2014
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Analytics ProcessStarts w ith Business Needs and Understanding
Majority of Big Data initiatives w ithin companies started w ith readily available large datasets (often social network ing data)
rather than addressing the critical needs of the businessSOURCE Carmen Taglienti Slalom Consulting
Data Exploration
Data Preparation
Analysis Modeling
Evaluation Deployment Findings Application
Business Needs
19Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Expectedbull For decision making
eg Determining strategy goal setting ROI estimates of initiatives
Discussedbull Talked about
eg Product strategy reviews design discussions in hallways
Accessiblebull When questions come up easy to get hands on data
eg democratized data self-serve tools
Good vs Great Organizations Data is Expected Discussed amp Accessible
SOURCE Yael Garten Director of Data Science LinkedIn
20Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
External Data vs Internal DataINTERNAL DATA SYSTEMS ARE LACKING IN LEGACY COMPANIES
22
Context Human Capital Management (HCM)
SOURCE Cloud HCM
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Toni Somers PhDbull Associate Dean amp Professor bull Mike Ilitch School of Business Information Systems
Managementbull Toni_Somerswayneedu | 313-577-9594 | Homepage
Ratna Babu Chinnam PhDbull Professor amp Directorbull Industrial amp Systems Engineering Departmentbull RatnaChinnamwayneedu | 313-577-4846 | Homepage
Ming Dong PhDbull Associate Professor amp Directorbull Computer Science Departmentbull MDongwayneedu | 313-577-0725 | Homepage
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Directors
2
Data-Driven Businessldquo Track
Advanced ldquoAnalyticsldquo Track
Computational ldquoEngineeringldquo amp Platforms Track
WAYNE STATE UNIVERSITY
Welcomebull Deans Chairs Program Directors
(Big) Data Science amp Business Analytics Background Program Overview
bull Visionbull Requirementsbull Plans of Work
Fall 2017 Cohort Program Faculty Program Staff amp Advisors
Fall 2017 Coursesbull Syllabi Class Schedule
RoomsBuildings
Platforms amp Resources Blackboard Course Management
System Academica Platform
bull Registration Transcripts Graduation
One Card Parking Libraries 2018 Big Data amp Business
Analytics Symposium
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 3
Outline
WAYNE STATE UNIVERSITY
(BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
4Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Content Explosion Internet Minute (2016)Managing Content Explosion
5
SOURCE httpswwwarbornetworkscombloginsightin-an-internet-minute
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big data has now reached every sector Modern economic activity simply couldnrsquot take place without it
Big data will underpin new waves of productivity
US alone faces a shortage of 140~190k people with deep analytical skills and 15 million managers and analysts
The Promise of Big DataMGI Report on Big Data (June 2011)
SOURCE McKinsey Global Institute analysis
6Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Four Vrsquos of Big Data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 7
What is Big Data
WAYNE STATE UNIVERSITY
Top recurring themes in our thought leadersrsquo definitions
8
What precisely is Big Data
Source Philip Rathle
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Large Data Sets and or Advanced Analyses
9
What is Big Data to Us
ldquoSmallrdquo Data Sets
ldquoLargerdquo Data Sets
ldquoStandardrdquoAnalyses Big Data
ldquoAdvancedrdquo Analyses Big Data Big Data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Reasons for Investing in Big DataData Domains
10
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2012 amp HBRORG
WHAT DATA DOMAINS ARE YOU MOST FOCUSED ON
12
24
34
44
49
49
49
56
73
Supply chain data
Industry specific data
Product data
Channel data
Warranty amp fraud detection
Service data
Market amp competitive data
Customerprospect data
Customer transactionsOUR EXPERIENCE
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
ldquoOur colleagues caught many peoplersquos attention Unfortunately achieving the level of impact MGI
foresaw has proved difficultrdquo
For most legacy companies data-analytics success has been limited to a few tests or to narrow slices of the
business Very few have achieved ldquobig impact through big datardquo or impact at scale
Three-quarters of analytics leaders from major companies quite committed to realizing the potential
of big data and advanced analytics estimate that revenue or cost improvement achieved is less than 1
The RealityMcKinsey on Getting Big Impact from Big Data (Jan 2015)
SOURCE David Court Getting big impact from big data McKinsey Quarterly January 2015
11Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Key Building Blocks Good Plan Leadership Support Address Cultural and Skill-building Challenges for the Front Line to embrace Change
Major Reasons for Failurebull Front line managers lack understanding and confidence in analyticsbull Organizational processes unable to accommodate advancements in
analytics and automationbull Analytics efforts that lack focus and clear business justificationbull Not involving the end usersbull Lack of effective data ecosystemsbull Lack of robustness in analytic solutionsbull Analytics and data science methods unable to deal with the
complexities of the real-world
Reasons for Lack of (Big) Impact
12Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
BIG DATA HAS BEEN A BIG SUCCESS5th Annual ldquoBig Data Executive Surveyrdquo - NewVantage (Jan 2017)
50 Business amp Technology Leaders from Leading Companies
Companies that invested gt $100M on big data initiatives 37 Over $1B 65
Initiatives Arenrsquot Cheap
Achieved ldquomeasurable resultsrdquo from big data investments 484Big data initiatives have been successful 807
Results
13Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
Primary Obstacle to Success ldquoCulturerdquo
21
26
28
30
41
41
43
Lack of data governance policies andpractices
Inability to create a shared vision
Technology resistance or lack ofunderstanding
Lack of a coherent data strategy
Business resistance or lack ofunderstanding
Lack of middle managementunderstanding
Insufficient organizational alignment
14Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Data Science Extracting knowledge and insights from databull Can be applied to a number of domains
including business
Business Analytics Enabling effective decisions and business processesbull Benefits from data sciencebull Has a well-defined contextbull Addresses or accounts for a number of
other elementsnuancesndashBehavioral aspects (decision makers customers hellip)ndashCompeting objectives and resource constraintsndashRisks Work flows Difficulty of execution Culture hellip
Business Analytics vs Data Science
15
DataScience
CleansingModels amp AlgorithmsAnalysisVisualizationImplementation
BusinessAnalytics
DecisionsProcessesContextRisksRewardsBehaviorsWork Flows
ldquoPredictiverdquo vs ldquoPrescriptiverdquo
Analytics
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Prescriptive Analytics
Predictive Analytics
Descriptive Analytics
SOURCE Carmen Taglienti Slalom Consulting
Analytics MaturityANALYTICS MATURITY COMPARED TO PROJECTED BUSINESS VALUE
16Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityTowards Cognitive Analytics
Val
ue
Difficulty17
SOURCE httpwwwsupplychainshamancomdemanddemanddrivenusing-the-bits-building-digital-outside-in-processes
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityAlternative Perspective
18
SOURCE Gartner Business Intelligence and Analytics Summit 2014
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Analytics ProcessStarts w ith Business Needs and Understanding
Majority of Big Data initiatives w ithin companies started w ith readily available large datasets (often social network ing data)
rather than addressing the critical needs of the businessSOURCE Carmen Taglienti Slalom Consulting
Data Exploration
Data Preparation
Analysis Modeling
Evaluation Deployment Findings Application
Business Needs
19Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Expectedbull For decision making
eg Determining strategy goal setting ROI estimates of initiatives
Discussedbull Talked about
eg Product strategy reviews design discussions in hallways
Accessiblebull When questions come up easy to get hands on data
eg democratized data self-serve tools
Good vs Great Organizations Data is Expected Discussed amp Accessible
SOURCE Yael Garten Director of Data Science LinkedIn
20Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
External Data vs Internal DataINTERNAL DATA SYSTEMS ARE LACKING IN LEGACY COMPANIES
22
Context Human Capital Management (HCM)
SOURCE Cloud HCM
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Welcomebull Deans Chairs Program Directors
(Big) Data Science amp Business Analytics Background Program Overview
bull Visionbull Requirementsbull Plans of Work
Fall 2017 Cohort Program Faculty Program Staff amp Advisors
Fall 2017 Coursesbull Syllabi Class Schedule
RoomsBuildings
Platforms amp Resources Blackboard Course Management
System Academica Platform
bull Registration Transcripts Graduation
One Card Parking Libraries 2018 Big Data amp Business
Analytics Symposium
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 3
Outline
WAYNE STATE UNIVERSITY
(BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
4Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Content Explosion Internet Minute (2016)Managing Content Explosion
5
SOURCE httpswwwarbornetworkscombloginsightin-an-internet-minute
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big data has now reached every sector Modern economic activity simply couldnrsquot take place without it
Big data will underpin new waves of productivity
US alone faces a shortage of 140~190k people with deep analytical skills and 15 million managers and analysts
The Promise of Big DataMGI Report on Big Data (June 2011)
SOURCE McKinsey Global Institute analysis
6Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Four Vrsquos of Big Data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 7
What is Big Data
WAYNE STATE UNIVERSITY
Top recurring themes in our thought leadersrsquo definitions
8
What precisely is Big Data
Source Philip Rathle
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Large Data Sets and or Advanced Analyses
9
What is Big Data to Us
ldquoSmallrdquo Data Sets
ldquoLargerdquo Data Sets
ldquoStandardrdquoAnalyses Big Data
ldquoAdvancedrdquo Analyses Big Data Big Data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Reasons for Investing in Big DataData Domains
10
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2012 amp HBRORG
WHAT DATA DOMAINS ARE YOU MOST FOCUSED ON
12
24
34
44
49
49
49
56
73
Supply chain data
Industry specific data
Product data
Channel data
Warranty amp fraud detection
Service data
Market amp competitive data
Customerprospect data
Customer transactionsOUR EXPERIENCE
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
ldquoOur colleagues caught many peoplersquos attention Unfortunately achieving the level of impact MGI
foresaw has proved difficultrdquo
For most legacy companies data-analytics success has been limited to a few tests or to narrow slices of the
business Very few have achieved ldquobig impact through big datardquo or impact at scale
Three-quarters of analytics leaders from major companies quite committed to realizing the potential
of big data and advanced analytics estimate that revenue or cost improvement achieved is less than 1
The RealityMcKinsey on Getting Big Impact from Big Data (Jan 2015)
SOURCE David Court Getting big impact from big data McKinsey Quarterly January 2015
11Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Key Building Blocks Good Plan Leadership Support Address Cultural and Skill-building Challenges for the Front Line to embrace Change
Major Reasons for Failurebull Front line managers lack understanding and confidence in analyticsbull Organizational processes unable to accommodate advancements in
analytics and automationbull Analytics efforts that lack focus and clear business justificationbull Not involving the end usersbull Lack of effective data ecosystemsbull Lack of robustness in analytic solutionsbull Analytics and data science methods unable to deal with the
complexities of the real-world
Reasons for Lack of (Big) Impact
12Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
BIG DATA HAS BEEN A BIG SUCCESS5th Annual ldquoBig Data Executive Surveyrdquo - NewVantage (Jan 2017)
50 Business amp Technology Leaders from Leading Companies
Companies that invested gt $100M on big data initiatives 37 Over $1B 65
Initiatives Arenrsquot Cheap
Achieved ldquomeasurable resultsrdquo from big data investments 484Big data initiatives have been successful 807
Results
13Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
Primary Obstacle to Success ldquoCulturerdquo
21
26
28
30
41
41
43
Lack of data governance policies andpractices
Inability to create a shared vision
Technology resistance or lack ofunderstanding
Lack of a coherent data strategy
Business resistance or lack ofunderstanding
Lack of middle managementunderstanding
Insufficient organizational alignment
14Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Data Science Extracting knowledge and insights from databull Can be applied to a number of domains
including business
Business Analytics Enabling effective decisions and business processesbull Benefits from data sciencebull Has a well-defined contextbull Addresses or accounts for a number of
other elementsnuancesndashBehavioral aspects (decision makers customers hellip)ndashCompeting objectives and resource constraintsndashRisks Work flows Difficulty of execution Culture hellip
Business Analytics vs Data Science
15
DataScience
CleansingModels amp AlgorithmsAnalysisVisualizationImplementation
BusinessAnalytics
DecisionsProcessesContextRisksRewardsBehaviorsWork Flows
ldquoPredictiverdquo vs ldquoPrescriptiverdquo
Analytics
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Prescriptive Analytics
Predictive Analytics
Descriptive Analytics
SOURCE Carmen Taglienti Slalom Consulting
Analytics MaturityANALYTICS MATURITY COMPARED TO PROJECTED BUSINESS VALUE
16Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityTowards Cognitive Analytics
Val
ue
Difficulty17
SOURCE httpwwwsupplychainshamancomdemanddemanddrivenusing-the-bits-building-digital-outside-in-processes
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityAlternative Perspective
18
SOURCE Gartner Business Intelligence and Analytics Summit 2014
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Analytics ProcessStarts w ith Business Needs and Understanding
Majority of Big Data initiatives w ithin companies started w ith readily available large datasets (often social network ing data)
rather than addressing the critical needs of the businessSOURCE Carmen Taglienti Slalom Consulting
Data Exploration
Data Preparation
Analysis Modeling
Evaluation Deployment Findings Application
Business Needs
19Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Expectedbull For decision making
eg Determining strategy goal setting ROI estimates of initiatives
Discussedbull Talked about
eg Product strategy reviews design discussions in hallways
Accessiblebull When questions come up easy to get hands on data
eg democratized data self-serve tools
Good vs Great Organizations Data is Expected Discussed amp Accessible
SOURCE Yael Garten Director of Data Science LinkedIn
20Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
External Data vs Internal DataINTERNAL DATA SYSTEMS ARE LACKING IN LEGACY COMPANIES
22
Context Human Capital Management (HCM)
SOURCE Cloud HCM
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
(BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
4Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Content Explosion Internet Minute (2016)Managing Content Explosion
5
SOURCE httpswwwarbornetworkscombloginsightin-an-internet-minute
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big data has now reached every sector Modern economic activity simply couldnrsquot take place without it
Big data will underpin new waves of productivity
US alone faces a shortage of 140~190k people with deep analytical skills and 15 million managers and analysts
The Promise of Big DataMGI Report on Big Data (June 2011)
SOURCE McKinsey Global Institute analysis
6Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Four Vrsquos of Big Data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 7
What is Big Data
WAYNE STATE UNIVERSITY
Top recurring themes in our thought leadersrsquo definitions
8
What precisely is Big Data
Source Philip Rathle
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Large Data Sets and or Advanced Analyses
9
What is Big Data to Us
ldquoSmallrdquo Data Sets
ldquoLargerdquo Data Sets
ldquoStandardrdquoAnalyses Big Data
ldquoAdvancedrdquo Analyses Big Data Big Data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Reasons for Investing in Big DataData Domains
10
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2012 amp HBRORG
WHAT DATA DOMAINS ARE YOU MOST FOCUSED ON
12
24
34
44
49
49
49
56
73
Supply chain data
Industry specific data
Product data
Channel data
Warranty amp fraud detection
Service data
Market amp competitive data
Customerprospect data
Customer transactionsOUR EXPERIENCE
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
ldquoOur colleagues caught many peoplersquos attention Unfortunately achieving the level of impact MGI
foresaw has proved difficultrdquo
For most legacy companies data-analytics success has been limited to a few tests or to narrow slices of the
business Very few have achieved ldquobig impact through big datardquo or impact at scale
Three-quarters of analytics leaders from major companies quite committed to realizing the potential
of big data and advanced analytics estimate that revenue or cost improvement achieved is less than 1
The RealityMcKinsey on Getting Big Impact from Big Data (Jan 2015)
SOURCE David Court Getting big impact from big data McKinsey Quarterly January 2015
11Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Key Building Blocks Good Plan Leadership Support Address Cultural and Skill-building Challenges for the Front Line to embrace Change
Major Reasons for Failurebull Front line managers lack understanding and confidence in analyticsbull Organizational processes unable to accommodate advancements in
analytics and automationbull Analytics efforts that lack focus and clear business justificationbull Not involving the end usersbull Lack of effective data ecosystemsbull Lack of robustness in analytic solutionsbull Analytics and data science methods unable to deal with the
complexities of the real-world
Reasons for Lack of (Big) Impact
12Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
BIG DATA HAS BEEN A BIG SUCCESS5th Annual ldquoBig Data Executive Surveyrdquo - NewVantage (Jan 2017)
50 Business amp Technology Leaders from Leading Companies
Companies that invested gt $100M on big data initiatives 37 Over $1B 65
Initiatives Arenrsquot Cheap
Achieved ldquomeasurable resultsrdquo from big data investments 484Big data initiatives have been successful 807
Results
13Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
Primary Obstacle to Success ldquoCulturerdquo
21
26
28
30
41
41
43
Lack of data governance policies andpractices
Inability to create a shared vision
Technology resistance or lack ofunderstanding
Lack of a coherent data strategy
Business resistance or lack ofunderstanding
Lack of middle managementunderstanding
Insufficient organizational alignment
14Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Data Science Extracting knowledge and insights from databull Can be applied to a number of domains
including business
Business Analytics Enabling effective decisions and business processesbull Benefits from data sciencebull Has a well-defined contextbull Addresses or accounts for a number of
other elementsnuancesndashBehavioral aspects (decision makers customers hellip)ndashCompeting objectives and resource constraintsndashRisks Work flows Difficulty of execution Culture hellip
Business Analytics vs Data Science
15
DataScience
CleansingModels amp AlgorithmsAnalysisVisualizationImplementation
BusinessAnalytics
DecisionsProcessesContextRisksRewardsBehaviorsWork Flows
ldquoPredictiverdquo vs ldquoPrescriptiverdquo
Analytics
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Prescriptive Analytics
Predictive Analytics
Descriptive Analytics
SOURCE Carmen Taglienti Slalom Consulting
Analytics MaturityANALYTICS MATURITY COMPARED TO PROJECTED BUSINESS VALUE
16Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityTowards Cognitive Analytics
Val
ue
Difficulty17
SOURCE httpwwwsupplychainshamancomdemanddemanddrivenusing-the-bits-building-digital-outside-in-processes
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityAlternative Perspective
18
SOURCE Gartner Business Intelligence and Analytics Summit 2014
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Analytics ProcessStarts w ith Business Needs and Understanding
Majority of Big Data initiatives w ithin companies started w ith readily available large datasets (often social network ing data)
rather than addressing the critical needs of the businessSOURCE Carmen Taglienti Slalom Consulting
Data Exploration
Data Preparation
Analysis Modeling
Evaluation Deployment Findings Application
Business Needs
19Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Expectedbull For decision making
eg Determining strategy goal setting ROI estimates of initiatives
Discussedbull Talked about
eg Product strategy reviews design discussions in hallways
Accessiblebull When questions come up easy to get hands on data
eg democratized data self-serve tools
Good vs Great Organizations Data is Expected Discussed amp Accessible
SOURCE Yael Garten Director of Data Science LinkedIn
20Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
External Data vs Internal DataINTERNAL DATA SYSTEMS ARE LACKING IN LEGACY COMPANIES
22
Context Human Capital Management (HCM)
SOURCE Cloud HCM
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Content Explosion Internet Minute (2016)Managing Content Explosion
5
SOURCE httpswwwarbornetworkscombloginsightin-an-internet-minute
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big data has now reached every sector Modern economic activity simply couldnrsquot take place without it
Big data will underpin new waves of productivity
US alone faces a shortage of 140~190k people with deep analytical skills and 15 million managers and analysts
The Promise of Big DataMGI Report on Big Data (June 2011)
SOURCE McKinsey Global Institute analysis
6Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Four Vrsquos of Big Data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 7
What is Big Data
WAYNE STATE UNIVERSITY
Top recurring themes in our thought leadersrsquo definitions
8
What precisely is Big Data
Source Philip Rathle
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Large Data Sets and or Advanced Analyses
9
What is Big Data to Us
ldquoSmallrdquo Data Sets
ldquoLargerdquo Data Sets
ldquoStandardrdquoAnalyses Big Data
ldquoAdvancedrdquo Analyses Big Data Big Data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Reasons for Investing in Big DataData Domains
10
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2012 amp HBRORG
WHAT DATA DOMAINS ARE YOU MOST FOCUSED ON
12
24
34
44
49
49
49
56
73
Supply chain data
Industry specific data
Product data
Channel data
Warranty amp fraud detection
Service data
Market amp competitive data
Customerprospect data
Customer transactionsOUR EXPERIENCE
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
ldquoOur colleagues caught many peoplersquos attention Unfortunately achieving the level of impact MGI
foresaw has proved difficultrdquo
For most legacy companies data-analytics success has been limited to a few tests or to narrow slices of the
business Very few have achieved ldquobig impact through big datardquo or impact at scale
Three-quarters of analytics leaders from major companies quite committed to realizing the potential
of big data and advanced analytics estimate that revenue or cost improvement achieved is less than 1
The RealityMcKinsey on Getting Big Impact from Big Data (Jan 2015)
SOURCE David Court Getting big impact from big data McKinsey Quarterly January 2015
11Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Key Building Blocks Good Plan Leadership Support Address Cultural and Skill-building Challenges for the Front Line to embrace Change
Major Reasons for Failurebull Front line managers lack understanding and confidence in analyticsbull Organizational processes unable to accommodate advancements in
analytics and automationbull Analytics efforts that lack focus and clear business justificationbull Not involving the end usersbull Lack of effective data ecosystemsbull Lack of robustness in analytic solutionsbull Analytics and data science methods unable to deal with the
complexities of the real-world
Reasons for Lack of (Big) Impact
12Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
BIG DATA HAS BEEN A BIG SUCCESS5th Annual ldquoBig Data Executive Surveyrdquo - NewVantage (Jan 2017)
50 Business amp Technology Leaders from Leading Companies
Companies that invested gt $100M on big data initiatives 37 Over $1B 65
Initiatives Arenrsquot Cheap
Achieved ldquomeasurable resultsrdquo from big data investments 484Big data initiatives have been successful 807
Results
13Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
Primary Obstacle to Success ldquoCulturerdquo
21
26
28
30
41
41
43
Lack of data governance policies andpractices
Inability to create a shared vision
Technology resistance or lack ofunderstanding
Lack of a coherent data strategy
Business resistance or lack ofunderstanding
Lack of middle managementunderstanding
Insufficient organizational alignment
14Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Data Science Extracting knowledge and insights from databull Can be applied to a number of domains
including business
Business Analytics Enabling effective decisions and business processesbull Benefits from data sciencebull Has a well-defined contextbull Addresses or accounts for a number of
other elementsnuancesndashBehavioral aspects (decision makers customers hellip)ndashCompeting objectives and resource constraintsndashRisks Work flows Difficulty of execution Culture hellip
Business Analytics vs Data Science
15
DataScience
CleansingModels amp AlgorithmsAnalysisVisualizationImplementation
BusinessAnalytics
DecisionsProcessesContextRisksRewardsBehaviorsWork Flows
ldquoPredictiverdquo vs ldquoPrescriptiverdquo
Analytics
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Prescriptive Analytics
Predictive Analytics
Descriptive Analytics
SOURCE Carmen Taglienti Slalom Consulting
Analytics MaturityANALYTICS MATURITY COMPARED TO PROJECTED BUSINESS VALUE
16Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityTowards Cognitive Analytics
Val
ue
Difficulty17
SOURCE httpwwwsupplychainshamancomdemanddemanddrivenusing-the-bits-building-digital-outside-in-processes
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityAlternative Perspective
18
SOURCE Gartner Business Intelligence and Analytics Summit 2014
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Analytics ProcessStarts w ith Business Needs and Understanding
Majority of Big Data initiatives w ithin companies started w ith readily available large datasets (often social network ing data)
rather than addressing the critical needs of the businessSOURCE Carmen Taglienti Slalom Consulting
Data Exploration
Data Preparation
Analysis Modeling
Evaluation Deployment Findings Application
Business Needs
19Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Expectedbull For decision making
eg Determining strategy goal setting ROI estimates of initiatives
Discussedbull Talked about
eg Product strategy reviews design discussions in hallways
Accessiblebull When questions come up easy to get hands on data
eg democratized data self-serve tools
Good vs Great Organizations Data is Expected Discussed amp Accessible
SOURCE Yael Garten Director of Data Science LinkedIn
20Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
External Data vs Internal DataINTERNAL DATA SYSTEMS ARE LACKING IN LEGACY COMPANIES
22
Context Human Capital Management (HCM)
SOURCE Cloud HCM
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Big data has now reached every sector Modern economic activity simply couldnrsquot take place without it
Big data will underpin new waves of productivity
US alone faces a shortage of 140~190k people with deep analytical skills and 15 million managers and analysts
The Promise of Big DataMGI Report on Big Data (June 2011)
SOURCE McKinsey Global Institute analysis
6Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Four Vrsquos of Big Data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 7
What is Big Data
WAYNE STATE UNIVERSITY
Top recurring themes in our thought leadersrsquo definitions
8
What precisely is Big Data
Source Philip Rathle
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Large Data Sets and or Advanced Analyses
9
What is Big Data to Us
ldquoSmallrdquo Data Sets
ldquoLargerdquo Data Sets
ldquoStandardrdquoAnalyses Big Data
ldquoAdvancedrdquo Analyses Big Data Big Data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Reasons for Investing in Big DataData Domains
10
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2012 amp HBRORG
WHAT DATA DOMAINS ARE YOU MOST FOCUSED ON
12
24
34
44
49
49
49
56
73
Supply chain data
Industry specific data
Product data
Channel data
Warranty amp fraud detection
Service data
Market amp competitive data
Customerprospect data
Customer transactionsOUR EXPERIENCE
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
ldquoOur colleagues caught many peoplersquos attention Unfortunately achieving the level of impact MGI
foresaw has proved difficultrdquo
For most legacy companies data-analytics success has been limited to a few tests or to narrow slices of the
business Very few have achieved ldquobig impact through big datardquo or impact at scale
Three-quarters of analytics leaders from major companies quite committed to realizing the potential
of big data and advanced analytics estimate that revenue or cost improvement achieved is less than 1
The RealityMcKinsey on Getting Big Impact from Big Data (Jan 2015)
SOURCE David Court Getting big impact from big data McKinsey Quarterly January 2015
11Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Key Building Blocks Good Plan Leadership Support Address Cultural and Skill-building Challenges for the Front Line to embrace Change
Major Reasons for Failurebull Front line managers lack understanding and confidence in analyticsbull Organizational processes unable to accommodate advancements in
analytics and automationbull Analytics efforts that lack focus and clear business justificationbull Not involving the end usersbull Lack of effective data ecosystemsbull Lack of robustness in analytic solutionsbull Analytics and data science methods unable to deal with the
complexities of the real-world
Reasons for Lack of (Big) Impact
12Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
BIG DATA HAS BEEN A BIG SUCCESS5th Annual ldquoBig Data Executive Surveyrdquo - NewVantage (Jan 2017)
50 Business amp Technology Leaders from Leading Companies
Companies that invested gt $100M on big data initiatives 37 Over $1B 65
Initiatives Arenrsquot Cheap
Achieved ldquomeasurable resultsrdquo from big data investments 484Big data initiatives have been successful 807
Results
13Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
Primary Obstacle to Success ldquoCulturerdquo
21
26
28
30
41
41
43
Lack of data governance policies andpractices
Inability to create a shared vision
Technology resistance or lack ofunderstanding
Lack of a coherent data strategy
Business resistance or lack ofunderstanding
Lack of middle managementunderstanding
Insufficient organizational alignment
14Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Data Science Extracting knowledge and insights from databull Can be applied to a number of domains
including business
Business Analytics Enabling effective decisions and business processesbull Benefits from data sciencebull Has a well-defined contextbull Addresses or accounts for a number of
other elementsnuancesndashBehavioral aspects (decision makers customers hellip)ndashCompeting objectives and resource constraintsndashRisks Work flows Difficulty of execution Culture hellip
Business Analytics vs Data Science
15
DataScience
CleansingModels amp AlgorithmsAnalysisVisualizationImplementation
BusinessAnalytics
DecisionsProcessesContextRisksRewardsBehaviorsWork Flows
ldquoPredictiverdquo vs ldquoPrescriptiverdquo
Analytics
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Prescriptive Analytics
Predictive Analytics
Descriptive Analytics
SOURCE Carmen Taglienti Slalom Consulting
Analytics MaturityANALYTICS MATURITY COMPARED TO PROJECTED BUSINESS VALUE
16Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityTowards Cognitive Analytics
Val
ue
Difficulty17
SOURCE httpwwwsupplychainshamancomdemanddemanddrivenusing-the-bits-building-digital-outside-in-processes
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityAlternative Perspective
18
SOURCE Gartner Business Intelligence and Analytics Summit 2014
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Analytics ProcessStarts w ith Business Needs and Understanding
Majority of Big Data initiatives w ithin companies started w ith readily available large datasets (often social network ing data)
rather than addressing the critical needs of the businessSOURCE Carmen Taglienti Slalom Consulting
Data Exploration
Data Preparation
Analysis Modeling
Evaluation Deployment Findings Application
Business Needs
19Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Expectedbull For decision making
eg Determining strategy goal setting ROI estimates of initiatives
Discussedbull Talked about
eg Product strategy reviews design discussions in hallways
Accessiblebull When questions come up easy to get hands on data
eg democratized data self-serve tools
Good vs Great Organizations Data is Expected Discussed amp Accessible
SOURCE Yael Garten Director of Data Science LinkedIn
20Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
External Data vs Internal DataINTERNAL DATA SYSTEMS ARE LACKING IN LEGACY COMPANIES
22
Context Human Capital Management (HCM)
SOURCE Cloud HCM
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
The Four Vrsquos of Big Data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 7
What is Big Data
WAYNE STATE UNIVERSITY
Top recurring themes in our thought leadersrsquo definitions
8
What precisely is Big Data
Source Philip Rathle
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Large Data Sets and or Advanced Analyses
9
What is Big Data to Us
ldquoSmallrdquo Data Sets
ldquoLargerdquo Data Sets
ldquoStandardrdquoAnalyses Big Data
ldquoAdvancedrdquo Analyses Big Data Big Data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Reasons for Investing in Big DataData Domains
10
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2012 amp HBRORG
WHAT DATA DOMAINS ARE YOU MOST FOCUSED ON
12
24
34
44
49
49
49
56
73
Supply chain data
Industry specific data
Product data
Channel data
Warranty amp fraud detection
Service data
Market amp competitive data
Customerprospect data
Customer transactionsOUR EXPERIENCE
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
ldquoOur colleagues caught many peoplersquos attention Unfortunately achieving the level of impact MGI
foresaw has proved difficultrdquo
For most legacy companies data-analytics success has been limited to a few tests or to narrow slices of the
business Very few have achieved ldquobig impact through big datardquo or impact at scale
Three-quarters of analytics leaders from major companies quite committed to realizing the potential
of big data and advanced analytics estimate that revenue or cost improvement achieved is less than 1
The RealityMcKinsey on Getting Big Impact from Big Data (Jan 2015)
SOURCE David Court Getting big impact from big data McKinsey Quarterly January 2015
11Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Key Building Blocks Good Plan Leadership Support Address Cultural and Skill-building Challenges for the Front Line to embrace Change
Major Reasons for Failurebull Front line managers lack understanding and confidence in analyticsbull Organizational processes unable to accommodate advancements in
analytics and automationbull Analytics efforts that lack focus and clear business justificationbull Not involving the end usersbull Lack of effective data ecosystemsbull Lack of robustness in analytic solutionsbull Analytics and data science methods unable to deal with the
complexities of the real-world
Reasons for Lack of (Big) Impact
12Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
BIG DATA HAS BEEN A BIG SUCCESS5th Annual ldquoBig Data Executive Surveyrdquo - NewVantage (Jan 2017)
50 Business amp Technology Leaders from Leading Companies
Companies that invested gt $100M on big data initiatives 37 Over $1B 65
Initiatives Arenrsquot Cheap
Achieved ldquomeasurable resultsrdquo from big data investments 484Big data initiatives have been successful 807
Results
13Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
Primary Obstacle to Success ldquoCulturerdquo
21
26
28
30
41
41
43
Lack of data governance policies andpractices
Inability to create a shared vision
Technology resistance or lack ofunderstanding
Lack of a coherent data strategy
Business resistance or lack ofunderstanding
Lack of middle managementunderstanding
Insufficient organizational alignment
14Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Data Science Extracting knowledge and insights from databull Can be applied to a number of domains
including business
Business Analytics Enabling effective decisions and business processesbull Benefits from data sciencebull Has a well-defined contextbull Addresses or accounts for a number of
other elementsnuancesndashBehavioral aspects (decision makers customers hellip)ndashCompeting objectives and resource constraintsndashRisks Work flows Difficulty of execution Culture hellip
Business Analytics vs Data Science
15
DataScience
CleansingModels amp AlgorithmsAnalysisVisualizationImplementation
BusinessAnalytics
DecisionsProcessesContextRisksRewardsBehaviorsWork Flows
ldquoPredictiverdquo vs ldquoPrescriptiverdquo
Analytics
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Prescriptive Analytics
Predictive Analytics
Descriptive Analytics
SOURCE Carmen Taglienti Slalom Consulting
Analytics MaturityANALYTICS MATURITY COMPARED TO PROJECTED BUSINESS VALUE
16Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityTowards Cognitive Analytics
Val
ue
Difficulty17
SOURCE httpwwwsupplychainshamancomdemanddemanddrivenusing-the-bits-building-digital-outside-in-processes
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityAlternative Perspective
18
SOURCE Gartner Business Intelligence and Analytics Summit 2014
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Analytics ProcessStarts w ith Business Needs and Understanding
Majority of Big Data initiatives w ithin companies started w ith readily available large datasets (often social network ing data)
rather than addressing the critical needs of the businessSOURCE Carmen Taglienti Slalom Consulting
Data Exploration
Data Preparation
Analysis Modeling
Evaluation Deployment Findings Application
Business Needs
19Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Expectedbull For decision making
eg Determining strategy goal setting ROI estimates of initiatives
Discussedbull Talked about
eg Product strategy reviews design discussions in hallways
Accessiblebull When questions come up easy to get hands on data
eg democratized data self-serve tools
Good vs Great Organizations Data is Expected Discussed amp Accessible
SOURCE Yael Garten Director of Data Science LinkedIn
20Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
External Data vs Internal DataINTERNAL DATA SYSTEMS ARE LACKING IN LEGACY COMPANIES
22
Context Human Capital Management (HCM)
SOURCE Cloud HCM
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Top recurring themes in our thought leadersrsquo definitions
8
What precisely is Big Data
Source Philip Rathle
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Large Data Sets and or Advanced Analyses
9
What is Big Data to Us
ldquoSmallrdquo Data Sets
ldquoLargerdquo Data Sets
ldquoStandardrdquoAnalyses Big Data
ldquoAdvancedrdquo Analyses Big Data Big Data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Reasons for Investing in Big DataData Domains
10
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2012 amp HBRORG
WHAT DATA DOMAINS ARE YOU MOST FOCUSED ON
12
24
34
44
49
49
49
56
73
Supply chain data
Industry specific data
Product data
Channel data
Warranty amp fraud detection
Service data
Market amp competitive data
Customerprospect data
Customer transactionsOUR EXPERIENCE
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
ldquoOur colleagues caught many peoplersquos attention Unfortunately achieving the level of impact MGI
foresaw has proved difficultrdquo
For most legacy companies data-analytics success has been limited to a few tests or to narrow slices of the
business Very few have achieved ldquobig impact through big datardquo or impact at scale
Three-quarters of analytics leaders from major companies quite committed to realizing the potential
of big data and advanced analytics estimate that revenue or cost improvement achieved is less than 1
The RealityMcKinsey on Getting Big Impact from Big Data (Jan 2015)
SOURCE David Court Getting big impact from big data McKinsey Quarterly January 2015
11Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Key Building Blocks Good Plan Leadership Support Address Cultural and Skill-building Challenges for the Front Line to embrace Change
Major Reasons for Failurebull Front line managers lack understanding and confidence in analyticsbull Organizational processes unable to accommodate advancements in
analytics and automationbull Analytics efforts that lack focus and clear business justificationbull Not involving the end usersbull Lack of effective data ecosystemsbull Lack of robustness in analytic solutionsbull Analytics and data science methods unable to deal with the
complexities of the real-world
Reasons for Lack of (Big) Impact
12Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
BIG DATA HAS BEEN A BIG SUCCESS5th Annual ldquoBig Data Executive Surveyrdquo - NewVantage (Jan 2017)
50 Business amp Technology Leaders from Leading Companies
Companies that invested gt $100M on big data initiatives 37 Over $1B 65
Initiatives Arenrsquot Cheap
Achieved ldquomeasurable resultsrdquo from big data investments 484Big data initiatives have been successful 807
Results
13Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
Primary Obstacle to Success ldquoCulturerdquo
21
26
28
30
41
41
43
Lack of data governance policies andpractices
Inability to create a shared vision
Technology resistance or lack ofunderstanding
Lack of a coherent data strategy
Business resistance or lack ofunderstanding
Lack of middle managementunderstanding
Insufficient organizational alignment
14Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Data Science Extracting knowledge and insights from databull Can be applied to a number of domains
including business
Business Analytics Enabling effective decisions and business processesbull Benefits from data sciencebull Has a well-defined contextbull Addresses or accounts for a number of
other elementsnuancesndashBehavioral aspects (decision makers customers hellip)ndashCompeting objectives and resource constraintsndashRisks Work flows Difficulty of execution Culture hellip
Business Analytics vs Data Science
15
DataScience
CleansingModels amp AlgorithmsAnalysisVisualizationImplementation
BusinessAnalytics
DecisionsProcessesContextRisksRewardsBehaviorsWork Flows
ldquoPredictiverdquo vs ldquoPrescriptiverdquo
Analytics
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Prescriptive Analytics
Predictive Analytics
Descriptive Analytics
SOURCE Carmen Taglienti Slalom Consulting
Analytics MaturityANALYTICS MATURITY COMPARED TO PROJECTED BUSINESS VALUE
16Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityTowards Cognitive Analytics
Val
ue
Difficulty17
SOURCE httpwwwsupplychainshamancomdemanddemanddrivenusing-the-bits-building-digital-outside-in-processes
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityAlternative Perspective
18
SOURCE Gartner Business Intelligence and Analytics Summit 2014
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Analytics ProcessStarts w ith Business Needs and Understanding
Majority of Big Data initiatives w ithin companies started w ith readily available large datasets (often social network ing data)
rather than addressing the critical needs of the businessSOURCE Carmen Taglienti Slalom Consulting
Data Exploration
Data Preparation
Analysis Modeling
Evaluation Deployment Findings Application
Business Needs
19Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Expectedbull For decision making
eg Determining strategy goal setting ROI estimates of initiatives
Discussedbull Talked about
eg Product strategy reviews design discussions in hallways
Accessiblebull When questions come up easy to get hands on data
eg democratized data self-serve tools
Good vs Great Organizations Data is Expected Discussed amp Accessible
SOURCE Yael Garten Director of Data Science LinkedIn
20Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
External Data vs Internal DataINTERNAL DATA SYSTEMS ARE LACKING IN LEGACY COMPANIES
22
Context Human Capital Management (HCM)
SOURCE Cloud HCM
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Large Data Sets and or Advanced Analyses
9
What is Big Data to Us
ldquoSmallrdquo Data Sets
ldquoLargerdquo Data Sets
ldquoStandardrdquoAnalyses Big Data
ldquoAdvancedrdquo Analyses Big Data Big Data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Reasons for Investing in Big DataData Domains
10
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2012 amp HBRORG
WHAT DATA DOMAINS ARE YOU MOST FOCUSED ON
12
24
34
44
49
49
49
56
73
Supply chain data
Industry specific data
Product data
Channel data
Warranty amp fraud detection
Service data
Market amp competitive data
Customerprospect data
Customer transactionsOUR EXPERIENCE
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
ldquoOur colleagues caught many peoplersquos attention Unfortunately achieving the level of impact MGI
foresaw has proved difficultrdquo
For most legacy companies data-analytics success has been limited to a few tests or to narrow slices of the
business Very few have achieved ldquobig impact through big datardquo or impact at scale
Three-quarters of analytics leaders from major companies quite committed to realizing the potential
of big data and advanced analytics estimate that revenue or cost improvement achieved is less than 1
The RealityMcKinsey on Getting Big Impact from Big Data (Jan 2015)
SOURCE David Court Getting big impact from big data McKinsey Quarterly January 2015
11Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Key Building Blocks Good Plan Leadership Support Address Cultural and Skill-building Challenges for the Front Line to embrace Change
Major Reasons for Failurebull Front line managers lack understanding and confidence in analyticsbull Organizational processes unable to accommodate advancements in
analytics and automationbull Analytics efforts that lack focus and clear business justificationbull Not involving the end usersbull Lack of effective data ecosystemsbull Lack of robustness in analytic solutionsbull Analytics and data science methods unable to deal with the
complexities of the real-world
Reasons for Lack of (Big) Impact
12Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
BIG DATA HAS BEEN A BIG SUCCESS5th Annual ldquoBig Data Executive Surveyrdquo - NewVantage (Jan 2017)
50 Business amp Technology Leaders from Leading Companies
Companies that invested gt $100M on big data initiatives 37 Over $1B 65
Initiatives Arenrsquot Cheap
Achieved ldquomeasurable resultsrdquo from big data investments 484Big data initiatives have been successful 807
Results
13Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
Primary Obstacle to Success ldquoCulturerdquo
21
26
28
30
41
41
43
Lack of data governance policies andpractices
Inability to create a shared vision
Technology resistance or lack ofunderstanding
Lack of a coherent data strategy
Business resistance or lack ofunderstanding
Lack of middle managementunderstanding
Insufficient organizational alignment
14Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Data Science Extracting knowledge and insights from databull Can be applied to a number of domains
including business
Business Analytics Enabling effective decisions and business processesbull Benefits from data sciencebull Has a well-defined contextbull Addresses or accounts for a number of
other elementsnuancesndashBehavioral aspects (decision makers customers hellip)ndashCompeting objectives and resource constraintsndashRisks Work flows Difficulty of execution Culture hellip
Business Analytics vs Data Science
15
DataScience
CleansingModels amp AlgorithmsAnalysisVisualizationImplementation
BusinessAnalytics
DecisionsProcessesContextRisksRewardsBehaviorsWork Flows
ldquoPredictiverdquo vs ldquoPrescriptiverdquo
Analytics
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Prescriptive Analytics
Predictive Analytics
Descriptive Analytics
SOURCE Carmen Taglienti Slalom Consulting
Analytics MaturityANALYTICS MATURITY COMPARED TO PROJECTED BUSINESS VALUE
16Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityTowards Cognitive Analytics
Val
ue
Difficulty17
SOURCE httpwwwsupplychainshamancomdemanddemanddrivenusing-the-bits-building-digital-outside-in-processes
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityAlternative Perspective
18
SOURCE Gartner Business Intelligence and Analytics Summit 2014
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Analytics ProcessStarts w ith Business Needs and Understanding
Majority of Big Data initiatives w ithin companies started w ith readily available large datasets (often social network ing data)
rather than addressing the critical needs of the businessSOURCE Carmen Taglienti Slalom Consulting
Data Exploration
Data Preparation
Analysis Modeling
Evaluation Deployment Findings Application
Business Needs
19Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Expectedbull For decision making
eg Determining strategy goal setting ROI estimates of initiatives
Discussedbull Talked about
eg Product strategy reviews design discussions in hallways
Accessiblebull When questions come up easy to get hands on data
eg democratized data self-serve tools
Good vs Great Organizations Data is Expected Discussed amp Accessible
SOURCE Yael Garten Director of Data Science LinkedIn
20Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
External Data vs Internal DataINTERNAL DATA SYSTEMS ARE LACKING IN LEGACY COMPANIES
22
Context Human Capital Management (HCM)
SOURCE Cloud HCM
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Reasons for Investing in Big DataData Domains
10
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2012 amp HBRORG
WHAT DATA DOMAINS ARE YOU MOST FOCUSED ON
12
24
34
44
49
49
49
56
73
Supply chain data
Industry specific data
Product data
Channel data
Warranty amp fraud detection
Service data
Market amp competitive data
Customerprospect data
Customer transactionsOUR EXPERIENCE
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
ldquoOur colleagues caught many peoplersquos attention Unfortunately achieving the level of impact MGI
foresaw has proved difficultrdquo
For most legacy companies data-analytics success has been limited to a few tests or to narrow slices of the
business Very few have achieved ldquobig impact through big datardquo or impact at scale
Three-quarters of analytics leaders from major companies quite committed to realizing the potential
of big data and advanced analytics estimate that revenue or cost improvement achieved is less than 1
The RealityMcKinsey on Getting Big Impact from Big Data (Jan 2015)
SOURCE David Court Getting big impact from big data McKinsey Quarterly January 2015
11Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Key Building Blocks Good Plan Leadership Support Address Cultural and Skill-building Challenges for the Front Line to embrace Change
Major Reasons for Failurebull Front line managers lack understanding and confidence in analyticsbull Organizational processes unable to accommodate advancements in
analytics and automationbull Analytics efforts that lack focus and clear business justificationbull Not involving the end usersbull Lack of effective data ecosystemsbull Lack of robustness in analytic solutionsbull Analytics and data science methods unable to deal with the
complexities of the real-world
Reasons for Lack of (Big) Impact
12Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
BIG DATA HAS BEEN A BIG SUCCESS5th Annual ldquoBig Data Executive Surveyrdquo - NewVantage (Jan 2017)
50 Business amp Technology Leaders from Leading Companies
Companies that invested gt $100M on big data initiatives 37 Over $1B 65
Initiatives Arenrsquot Cheap
Achieved ldquomeasurable resultsrdquo from big data investments 484Big data initiatives have been successful 807
Results
13Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
Primary Obstacle to Success ldquoCulturerdquo
21
26
28
30
41
41
43
Lack of data governance policies andpractices
Inability to create a shared vision
Technology resistance or lack ofunderstanding
Lack of a coherent data strategy
Business resistance or lack ofunderstanding
Lack of middle managementunderstanding
Insufficient organizational alignment
14Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Data Science Extracting knowledge and insights from databull Can be applied to a number of domains
including business
Business Analytics Enabling effective decisions and business processesbull Benefits from data sciencebull Has a well-defined contextbull Addresses or accounts for a number of
other elementsnuancesndashBehavioral aspects (decision makers customers hellip)ndashCompeting objectives and resource constraintsndashRisks Work flows Difficulty of execution Culture hellip
Business Analytics vs Data Science
15
DataScience
CleansingModels amp AlgorithmsAnalysisVisualizationImplementation
BusinessAnalytics
DecisionsProcessesContextRisksRewardsBehaviorsWork Flows
ldquoPredictiverdquo vs ldquoPrescriptiverdquo
Analytics
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Prescriptive Analytics
Predictive Analytics
Descriptive Analytics
SOURCE Carmen Taglienti Slalom Consulting
Analytics MaturityANALYTICS MATURITY COMPARED TO PROJECTED BUSINESS VALUE
16Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityTowards Cognitive Analytics
Val
ue
Difficulty17
SOURCE httpwwwsupplychainshamancomdemanddemanddrivenusing-the-bits-building-digital-outside-in-processes
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityAlternative Perspective
18
SOURCE Gartner Business Intelligence and Analytics Summit 2014
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Analytics ProcessStarts w ith Business Needs and Understanding
Majority of Big Data initiatives w ithin companies started w ith readily available large datasets (often social network ing data)
rather than addressing the critical needs of the businessSOURCE Carmen Taglienti Slalom Consulting
Data Exploration
Data Preparation
Analysis Modeling
Evaluation Deployment Findings Application
Business Needs
19Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Expectedbull For decision making
eg Determining strategy goal setting ROI estimates of initiatives
Discussedbull Talked about
eg Product strategy reviews design discussions in hallways
Accessiblebull When questions come up easy to get hands on data
eg democratized data self-serve tools
Good vs Great Organizations Data is Expected Discussed amp Accessible
SOURCE Yael Garten Director of Data Science LinkedIn
20Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
External Data vs Internal DataINTERNAL DATA SYSTEMS ARE LACKING IN LEGACY COMPANIES
22
Context Human Capital Management (HCM)
SOURCE Cloud HCM
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
ldquoOur colleagues caught many peoplersquos attention Unfortunately achieving the level of impact MGI
foresaw has proved difficultrdquo
For most legacy companies data-analytics success has been limited to a few tests or to narrow slices of the
business Very few have achieved ldquobig impact through big datardquo or impact at scale
Three-quarters of analytics leaders from major companies quite committed to realizing the potential
of big data and advanced analytics estimate that revenue or cost improvement achieved is less than 1
The RealityMcKinsey on Getting Big Impact from Big Data (Jan 2015)
SOURCE David Court Getting big impact from big data McKinsey Quarterly January 2015
11Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Key Building Blocks Good Plan Leadership Support Address Cultural and Skill-building Challenges for the Front Line to embrace Change
Major Reasons for Failurebull Front line managers lack understanding and confidence in analyticsbull Organizational processes unable to accommodate advancements in
analytics and automationbull Analytics efforts that lack focus and clear business justificationbull Not involving the end usersbull Lack of effective data ecosystemsbull Lack of robustness in analytic solutionsbull Analytics and data science methods unable to deal with the
complexities of the real-world
Reasons for Lack of (Big) Impact
12Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
BIG DATA HAS BEEN A BIG SUCCESS5th Annual ldquoBig Data Executive Surveyrdquo - NewVantage (Jan 2017)
50 Business amp Technology Leaders from Leading Companies
Companies that invested gt $100M on big data initiatives 37 Over $1B 65
Initiatives Arenrsquot Cheap
Achieved ldquomeasurable resultsrdquo from big data investments 484Big data initiatives have been successful 807
Results
13Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
Primary Obstacle to Success ldquoCulturerdquo
21
26
28
30
41
41
43
Lack of data governance policies andpractices
Inability to create a shared vision
Technology resistance or lack ofunderstanding
Lack of a coherent data strategy
Business resistance or lack ofunderstanding
Lack of middle managementunderstanding
Insufficient organizational alignment
14Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Data Science Extracting knowledge and insights from databull Can be applied to a number of domains
including business
Business Analytics Enabling effective decisions and business processesbull Benefits from data sciencebull Has a well-defined contextbull Addresses or accounts for a number of
other elementsnuancesndashBehavioral aspects (decision makers customers hellip)ndashCompeting objectives and resource constraintsndashRisks Work flows Difficulty of execution Culture hellip
Business Analytics vs Data Science
15
DataScience
CleansingModels amp AlgorithmsAnalysisVisualizationImplementation
BusinessAnalytics
DecisionsProcessesContextRisksRewardsBehaviorsWork Flows
ldquoPredictiverdquo vs ldquoPrescriptiverdquo
Analytics
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Prescriptive Analytics
Predictive Analytics
Descriptive Analytics
SOURCE Carmen Taglienti Slalom Consulting
Analytics MaturityANALYTICS MATURITY COMPARED TO PROJECTED BUSINESS VALUE
16Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityTowards Cognitive Analytics
Val
ue
Difficulty17
SOURCE httpwwwsupplychainshamancomdemanddemanddrivenusing-the-bits-building-digital-outside-in-processes
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityAlternative Perspective
18
SOURCE Gartner Business Intelligence and Analytics Summit 2014
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Analytics ProcessStarts w ith Business Needs and Understanding
Majority of Big Data initiatives w ithin companies started w ith readily available large datasets (often social network ing data)
rather than addressing the critical needs of the businessSOURCE Carmen Taglienti Slalom Consulting
Data Exploration
Data Preparation
Analysis Modeling
Evaluation Deployment Findings Application
Business Needs
19Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Expectedbull For decision making
eg Determining strategy goal setting ROI estimates of initiatives
Discussedbull Talked about
eg Product strategy reviews design discussions in hallways
Accessiblebull When questions come up easy to get hands on data
eg democratized data self-serve tools
Good vs Great Organizations Data is Expected Discussed amp Accessible
SOURCE Yael Garten Director of Data Science LinkedIn
20Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
External Data vs Internal DataINTERNAL DATA SYSTEMS ARE LACKING IN LEGACY COMPANIES
22
Context Human Capital Management (HCM)
SOURCE Cloud HCM
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Key Building Blocks Good Plan Leadership Support Address Cultural and Skill-building Challenges for the Front Line to embrace Change
Major Reasons for Failurebull Front line managers lack understanding and confidence in analyticsbull Organizational processes unable to accommodate advancements in
analytics and automationbull Analytics efforts that lack focus and clear business justificationbull Not involving the end usersbull Lack of effective data ecosystemsbull Lack of robustness in analytic solutionsbull Analytics and data science methods unable to deal with the
complexities of the real-world
Reasons for Lack of (Big) Impact
12Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
BIG DATA HAS BEEN A BIG SUCCESS5th Annual ldquoBig Data Executive Surveyrdquo - NewVantage (Jan 2017)
50 Business amp Technology Leaders from Leading Companies
Companies that invested gt $100M on big data initiatives 37 Over $1B 65
Initiatives Arenrsquot Cheap
Achieved ldquomeasurable resultsrdquo from big data investments 484Big data initiatives have been successful 807
Results
13Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
Primary Obstacle to Success ldquoCulturerdquo
21
26
28
30
41
41
43
Lack of data governance policies andpractices
Inability to create a shared vision
Technology resistance or lack ofunderstanding
Lack of a coherent data strategy
Business resistance or lack ofunderstanding
Lack of middle managementunderstanding
Insufficient organizational alignment
14Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Data Science Extracting knowledge and insights from databull Can be applied to a number of domains
including business
Business Analytics Enabling effective decisions and business processesbull Benefits from data sciencebull Has a well-defined contextbull Addresses or accounts for a number of
other elementsnuancesndashBehavioral aspects (decision makers customers hellip)ndashCompeting objectives and resource constraintsndashRisks Work flows Difficulty of execution Culture hellip
Business Analytics vs Data Science
15
DataScience
CleansingModels amp AlgorithmsAnalysisVisualizationImplementation
BusinessAnalytics
DecisionsProcessesContextRisksRewardsBehaviorsWork Flows
ldquoPredictiverdquo vs ldquoPrescriptiverdquo
Analytics
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Prescriptive Analytics
Predictive Analytics
Descriptive Analytics
SOURCE Carmen Taglienti Slalom Consulting
Analytics MaturityANALYTICS MATURITY COMPARED TO PROJECTED BUSINESS VALUE
16Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityTowards Cognitive Analytics
Val
ue
Difficulty17
SOURCE httpwwwsupplychainshamancomdemanddemanddrivenusing-the-bits-building-digital-outside-in-processes
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityAlternative Perspective
18
SOURCE Gartner Business Intelligence and Analytics Summit 2014
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Analytics ProcessStarts w ith Business Needs and Understanding
Majority of Big Data initiatives w ithin companies started w ith readily available large datasets (often social network ing data)
rather than addressing the critical needs of the businessSOURCE Carmen Taglienti Slalom Consulting
Data Exploration
Data Preparation
Analysis Modeling
Evaluation Deployment Findings Application
Business Needs
19Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Expectedbull For decision making
eg Determining strategy goal setting ROI estimates of initiatives
Discussedbull Talked about
eg Product strategy reviews design discussions in hallways
Accessiblebull When questions come up easy to get hands on data
eg democratized data self-serve tools
Good vs Great Organizations Data is Expected Discussed amp Accessible
SOURCE Yael Garten Director of Data Science LinkedIn
20Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
External Data vs Internal DataINTERNAL DATA SYSTEMS ARE LACKING IN LEGACY COMPANIES
22
Context Human Capital Management (HCM)
SOURCE Cloud HCM
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
BIG DATA HAS BEEN A BIG SUCCESS5th Annual ldquoBig Data Executive Surveyrdquo - NewVantage (Jan 2017)
50 Business amp Technology Leaders from Leading Companies
Companies that invested gt $100M on big data initiatives 37 Over $1B 65
Initiatives Arenrsquot Cheap
Achieved ldquomeasurable resultsrdquo from big data investments 484Big data initiatives have been successful 807
Results
13Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
Primary Obstacle to Success ldquoCulturerdquo
21
26
28
30
41
41
43
Lack of data governance policies andpractices
Inability to create a shared vision
Technology resistance or lack ofunderstanding
Lack of a coherent data strategy
Business resistance or lack ofunderstanding
Lack of middle managementunderstanding
Insufficient organizational alignment
14Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Data Science Extracting knowledge and insights from databull Can be applied to a number of domains
including business
Business Analytics Enabling effective decisions and business processesbull Benefits from data sciencebull Has a well-defined contextbull Addresses or accounts for a number of
other elementsnuancesndashBehavioral aspects (decision makers customers hellip)ndashCompeting objectives and resource constraintsndashRisks Work flows Difficulty of execution Culture hellip
Business Analytics vs Data Science
15
DataScience
CleansingModels amp AlgorithmsAnalysisVisualizationImplementation
BusinessAnalytics
DecisionsProcessesContextRisksRewardsBehaviorsWork Flows
ldquoPredictiverdquo vs ldquoPrescriptiverdquo
Analytics
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Prescriptive Analytics
Predictive Analytics
Descriptive Analytics
SOURCE Carmen Taglienti Slalom Consulting
Analytics MaturityANALYTICS MATURITY COMPARED TO PROJECTED BUSINESS VALUE
16Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityTowards Cognitive Analytics
Val
ue
Difficulty17
SOURCE httpwwwsupplychainshamancomdemanddemanddrivenusing-the-bits-building-digital-outside-in-processes
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityAlternative Perspective
18
SOURCE Gartner Business Intelligence and Analytics Summit 2014
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Analytics ProcessStarts w ith Business Needs and Understanding
Majority of Big Data initiatives w ithin companies started w ith readily available large datasets (often social network ing data)
rather than addressing the critical needs of the businessSOURCE Carmen Taglienti Slalom Consulting
Data Exploration
Data Preparation
Analysis Modeling
Evaluation Deployment Findings Application
Business Needs
19Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Expectedbull For decision making
eg Determining strategy goal setting ROI estimates of initiatives
Discussedbull Talked about
eg Product strategy reviews design discussions in hallways
Accessiblebull When questions come up easy to get hands on data
eg democratized data self-serve tools
Good vs Great Organizations Data is Expected Discussed amp Accessible
SOURCE Yael Garten Director of Data Science LinkedIn
20Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
External Data vs Internal DataINTERNAL DATA SYSTEMS ARE LACKING IN LEGACY COMPANIES
22
Context Human Capital Management (HCM)
SOURCE Cloud HCM
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Recently Seeing More SuccessNEWVANTAGE Partners Big Data Executive Survey 2017
SOURCE NEWVANTAGE PARTNERS BIG DATA EXECUTIVE SURVEY 2017
Primary Obstacle to Success ldquoCulturerdquo
21
26
28
30
41
41
43
Lack of data governance policies andpractices
Inability to create a shared vision
Technology resistance or lack ofunderstanding
Lack of a coherent data strategy
Business resistance or lack ofunderstanding
Lack of middle managementunderstanding
Insufficient organizational alignment
14Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Data Science Extracting knowledge and insights from databull Can be applied to a number of domains
including business
Business Analytics Enabling effective decisions and business processesbull Benefits from data sciencebull Has a well-defined contextbull Addresses or accounts for a number of
other elementsnuancesndashBehavioral aspects (decision makers customers hellip)ndashCompeting objectives and resource constraintsndashRisks Work flows Difficulty of execution Culture hellip
Business Analytics vs Data Science
15
DataScience
CleansingModels amp AlgorithmsAnalysisVisualizationImplementation
BusinessAnalytics
DecisionsProcessesContextRisksRewardsBehaviorsWork Flows
ldquoPredictiverdquo vs ldquoPrescriptiverdquo
Analytics
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Prescriptive Analytics
Predictive Analytics
Descriptive Analytics
SOURCE Carmen Taglienti Slalom Consulting
Analytics MaturityANALYTICS MATURITY COMPARED TO PROJECTED BUSINESS VALUE
16Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityTowards Cognitive Analytics
Val
ue
Difficulty17
SOURCE httpwwwsupplychainshamancomdemanddemanddrivenusing-the-bits-building-digital-outside-in-processes
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityAlternative Perspective
18
SOURCE Gartner Business Intelligence and Analytics Summit 2014
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Analytics ProcessStarts w ith Business Needs and Understanding
Majority of Big Data initiatives w ithin companies started w ith readily available large datasets (often social network ing data)
rather than addressing the critical needs of the businessSOURCE Carmen Taglienti Slalom Consulting
Data Exploration
Data Preparation
Analysis Modeling
Evaluation Deployment Findings Application
Business Needs
19Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Expectedbull For decision making
eg Determining strategy goal setting ROI estimates of initiatives
Discussedbull Talked about
eg Product strategy reviews design discussions in hallways
Accessiblebull When questions come up easy to get hands on data
eg democratized data self-serve tools
Good vs Great Organizations Data is Expected Discussed amp Accessible
SOURCE Yael Garten Director of Data Science LinkedIn
20Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
External Data vs Internal DataINTERNAL DATA SYSTEMS ARE LACKING IN LEGACY COMPANIES
22
Context Human Capital Management (HCM)
SOURCE Cloud HCM
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Data Science Extracting knowledge and insights from databull Can be applied to a number of domains
including business
Business Analytics Enabling effective decisions and business processesbull Benefits from data sciencebull Has a well-defined contextbull Addresses or accounts for a number of
other elementsnuancesndashBehavioral aspects (decision makers customers hellip)ndashCompeting objectives and resource constraintsndashRisks Work flows Difficulty of execution Culture hellip
Business Analytics vs Data Science
15
DataScience
CleansingModels amp AlgorithmsAnalysisVisualizationImplementation
BusinessAnalytics
DecisionsProcessesContextRisksRewardsBehaviorsWork Flows
ldquoPredictiverdquo vs ldquoPrescriptiverdquo
Analytics
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Prescriptive Analytics
Predictive Analytics
Descriptive Analytics
SOURCE Carmen Taglienti Slalom Consulting
Analytics MaturityANALYTICS MATURITY COMPARED TO PROJECTED BUSINESS VALUE
16Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityTowards Cognitive Analytics
Val
ue
Difficulty17
SOURCE httpwwwsupplychainshamancomdemanddemanddrivenusing-the-bits-building-digital-outside-in-processes
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityAlternative Perspective
18
SOURCE Gartner Business Intelligence and Analytics Summit 2014
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Analytics ProcessStarts w ith Business Needs and Understanding
Majority of Big Data initiatives w ithin companies started w ith readily available large datasets (often social network ing data)
rather than addressing the critical needs of the businessSOURCE Carmen Taglienti Slalom Consulting
Data Exploration
Data Preparation
Analysis Modeling
Evaluation Deployment Findings Application
Business Needs
19Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Expectedbull For decision making
eg Determining strategy goal setting ROI estimates of initiatives
Discussedbull Talked about
eg Product strategy reviews design discussions in hallways
Accessiblebull When questions come up easy to get hands on data
eg democratized data self-serve tools
Good vs Great Organizations Data is Expected Discussed amp Accessible
SOURCE Yael Garten Director of Data Science LinkedIn
20Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
External Data vs Internal DataINTERNAL DATA SYSTEMS ARE LACKING IN LEGACY COMPANIES
22
Context Human Capital Management (HCM)
SOURCE Cloud HCM
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Prescriptive Analytics
Predictive Analytics
Descriptive Analytics
SOURCE Carmen Taglienti Slalom Consulting
Analytics MaturityANALYTICS MATURITY COMPARED TO PROJECTED BUSINESS VALUE
16Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityTowards Cognitive Analytics
Val
ue
Difficulty17
SOURCE httpwwwsupplychainshamancomdemanddemanddrivenusing-the-bits-building-digital-outside-in-processes
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityAlternative Perspective
18
SOURCE Gartner Business Intelligence and Analytics Summit 2014
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Analytics ProcessStarts w ith Business Needs and Understanding
Majority of Big Data initiatives w ithin companies started w ith readily available large datasets (often social network ing data)
rather than addressing the critical needs of the businessSOURCE Carmen Taglienti Slalom Consulting
Data Exploration
Data Preparation
Analysis Modeling
Evaluation Deployment Findings Application
Business Needs
19Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Expectedbull For decision making
eg Determining strategy goal setting ROI estimates of initiatives
Discussedbull Talked about
eg Product strategy reviews design discussions in hallways
Accessiblebull When questions come up easy to get hands on data
eg democratized data self-serve tools
Good vs Great Organizations Data is Expected Discussed amp Accessible
SOURCE Yael Garten Director of Data Science LinkedIn
20Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
External Data vs Internal DataINTERNAL DATA SYSTEMS ARE LACKING IN LEGACY COMPANIES
22
Context Human Capital Management (HCM)
SOURCE Cloud HCM
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Analytics MaturityTowards Cognitive Analytics
Val
ue
Difficulty17
SOURCE httpwwwsupplychainshamancomdemanddemanddrivenusing-the-bits-building-digital-outside-in-processes
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Analytics MaturityAlternative Perspective
18
SOURCE Gartner Business Intelligence and Analytics Summit 2014
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Analytics ProcessStarts w ith Business Needs and Understanding
Majority of Big Data initiatives w ithin companies started w ith readily available large datasets (often social network ing data)
rather than addressing the critical needs of the businessSOURCE Carmen Taglienti Slalom Consulting
Data Exploration
Data Preparation
Analysis Modeling
Evaluation Deployment Findings Application
Business Needs
19Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Expectedbull For decision making
eg Determining strategy goal setting ROI estimates of initiatives
Discussedbull Talked about
eg Product strategy reviews design discussions in hallways
Accessiblebull When questions come up easy to get hands on data
eg democratized data self-serve tools
Good vs Great Organizations Data is Expected Discussed amp Accessible
SOURCE Yael Garten Director of Data Science LinkedIn
20Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
External Data vs Internal DataINTERNAL DATA SYSTEMS ARE LACKING IN LEGACY COMPANIES
22
Context Human Capital Management (HCM)
SOURCE Cloud HCM
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Analytics MaturityAlternative Perspective
18
SOURCE Gartner Business Intelligence and Analytics Summit 2014
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
The Analytics ProcessStarts w ith Business Needs and Understanding
Majority of Big Data initiatives w ithin companies started w ith readily available large datasets (often social network ing data)
rather than addressing the critical needs of the businessSOURCE Carmen Taglienti Slalom Consulting
Data Exploration
Data Preparation
Analysis Modeling
Evaluation Deployment Findings Application
Business Needs
19Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Expectedbull For decision making
eg Determining strategy goal setting ROI estimates of initiatives
Discussedbull Talked about
eg Product strategy reviews design discussions in hallways
Accessiblebull When questions come up easy to get hands on data
eg democratized data self-serve tools
Good vs Great Organizations Data is Expected Discussed amp Accessible
SOURCE Yael Garten Director of Data Science LinkedIn
20Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
External Data vs Internal DataINTERNAL DATA SYSTEMS ARE LACKING IN LEGACY COMPANIES
22
Context Human Capital Management (HCM)
SOURCE Cloud HCM
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
The Analytics ProcessStarts w ith Business Needs and Understanding
Majority of Big Data initiatives w ithin companies started w ith readily available large datasets (often social network ing data)
rather than addressing the critical needs of the businessSOURCE Carmen Taglienti Slalom Consulting
Data Exploration
Data Preparation
Analysis Modeling
Evaluation Deployment Findings Application
Business Needs
19Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Expectedbull For decision making
eg Determining strategy goal setting ROI estimates of initiatives
Discussedbull Talked about
eg Product strategy reviews design discussions in hallways
Accessiblebull When questions come up easy to get hands on data
eg democratized data self-serve tools
Good vs Great Organizations Data is Expected Discussed amp Accessible
SOURCE Yael Garten Director of Data Science LinkedIn
20Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
External Data vs Internal DataINTERNAL DATA SYSTEMS ARE LACKING IN LEGACY COMPANIES
22
Context Human Capital Management (HCM)
SOURCE Cloud HCM
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Expectedbull For decision making
eg Determining strategy goal setting ROI estimates of initiatives
Discussedbull Talked about
eg Product strategy reviews design discussions in hallways
Accessiblebull When questions come up easy to get hands on data
eg democratized data self-serve tools
Good vs Great Organizations Data is Expected Discussed amp Accessible
SOURCE Yael Garten Director of Data Science LinkedIn
20Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
External Data vs Internal DataINTERNAL DATA SYSTEMS ARE LACKING IN LEGACY COMPANIES
22
Context Human Capital Management (HCM)
SOURCE Cloud HCM
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
External Data vs Internal DataINTERNAL DATA SYSTEMS ARE LACKING IN LEGACY COMPANIES
22
Context Human Capital Management (HCM)
SOURCE Cloud HCM
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Big Data Computing PlatformsI llustrative Example
23
SOURCE httpvisionbibi-big-data
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Big Data LandscapeChanging Rapidly Know ledge for Core Concepts and Continuous Learning is Key
24
SOURCE httpspracticalanalyticsfileswordpresscom201602bigdatalandscape2016v12png
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
Vision Requirements Plans of Work
25Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Davenport amp Harris wrote seminal book ldquoCompeting on Analyticsrdquo in 2007 2011 IBM Tech Trends Report identified Business Analytics as one of four major
technology trends In 2010 Capgemini estimated 100k analytics practitioners in US McKinsey (2011) predicted that by 2018 US will face a shortage of 140k-190k
people with deep analytical skills as well as 15 million analyticsbig-data jobs by 2015 and predicted that 13 will be unfilled due to lack of trained applicants
Michiganrsquos Talent Connect website lists 950 jobs within 100 miles of Wayne State University with keyword ldquoanalyticsrdquo (Jan 2016)bull Jobs at Dow Chemical Delphi Ford General Motors Trinity Health Chrysler Urban Science
Federal Mogul Con-Way Kellogg Anthem Health Accenture Deloitte and many others
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Motivation
26
Executives attending the Big Data Symposia WSU (2014~2017) echoed these comments and the need for an effective program in SE-Michigan
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
The Data Science and Business Analytics Masterrsquos Program will walk students through each stage of the analytics
pipeline that enables one to collect clean understand model and report data analyses
Most importantly students w ill be trained in leading the development of effective predictive and prescriptive models and successfully getting them deployed and
operationalized into the day to day processes and work-flows of the organization to deliver immediate impact and value
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Mission
29
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Degree MS in Data Science amp Business Analytics
Colleges Housing Program College of Engineering amp Mike IlitchSchool of Business
Three Tracksbull Advanced Analyticsbull Computational Engineering amp
Platformsbull Data-Driven Business
Credits ~30
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Program Overview
30
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
DSB 6000 Data Science Strategy amp Leadership (Value Life Cycle)bull Vision (Leadership)bull Assessment (Return on Investment)bull Strategy (IT Strategy)bull Implementation (Project Management)bull Execution (Project Management Business
Case Development)bull Effective Communication (Soft Skills ndash
Communication Collaboration)bull Ethics Security
DSA 6000 Data Science amp Analytics (Analytics Life Cycle)bull Analytics Historical Evolutionbull Problem Formulation for Businessbull Mapping Problem to Technical Solution
Methodologiesbull Data Capture amp Explorationbull Modeling amp Analysisbull Validationbull Implementationbull Sustainment
Three Core Courses from the Three Tracks
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 31
Core Coursework
bull Capturing Databull Storage Databases (SQL amp No-SQL)bull Data Processing Platforms (Parallel amp
Distributed BatchStreaming)
bull ManagementGovernancebull Security
DSE 6000 Computing Platforms for Data Science (Data Life Cycle)
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 32
Sample Plan of Work Analytics Track
Designed for one year full-time or two year part-time options
Semester Course ID amp Name Credits
Fall Semester
DSA 6000 Data Science amp Analytics 3DSE 6000 Computing Platforms for Data Science 3DSB 6000 Data Science Strategy amp Leadership 3DSA 6200 Operations Research 3
Winter Semester
DSA 6100 Statistical Methods for Data Science amp Analytics 3DSA 6300 Decision Analysis amp Simulation 3Elective-1 -gt IE 7860 Intelligent Analytics 4Elective-2 -gt DSE 6300 Data Science Applications Development
3
Summer Semester
DSA 7500 Practicum (Industry Project) 6
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Degree Works is a degree tracking tool that allows you to see your progress toward graduation Along with your advisor you can also plan which courses you
will take in future semesters putting you on the right path for graduation
Degree Worksheet - This is a view of your academic progress and allows users to determine which requirements for the degree are met or in progress
Academic Plan - This is a semester-by-semester view of your academic present and future mapping out a path to graduation based on classes remaining on the Degree Worksheet
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Plan of Work Process
33
Degree Works
More Details to Follow Very Soon
httpsdegreeworkswayneeduDashboardServletdashboard(Login Using Access ID amp Password)
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL
DEVELOPMENT LOGISTICS
34Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Applications 108
Admits (36 Acceptance Rate)bull Business Track 15bull Analytics Track 23bull Engineering Track 1
Demographicsbull Full-time vs Part-time 10- Full Time and 29- Part Timebull Experience VPs Directors Senior Analysts Managers Some 20+ years work experiencebull IndustriesCompanies General Electric Ford Beaumont Comcast Quicken Loans Delphi
Ciber Global ATCO Industries Denzinga App Dynamics Credibly and othersbull Countries United States Canada India Sri Lanka and Bangladesh
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Fall 2017 Cohort Statistics
35
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 36
Courses Offered for Fall 2017
Course NameCourse Ref
Number Days Times Location Instructor CreditsDSA 6000 Data Science amp Analytics
16656 T Th530 -645PM
0120 MANOOGIAN
Dr Yanchao Liu 3
DSA 6200 Operations Research 16941 M W400 -515PM
0120 MANOOGIAN
Dr Saravanan Venkatachalam
3
DSB 6000 Data Science Strategy amp Leadership
16946 Saturdays900AM -1225PM
0010 PRENTICE BUILDING
Ms RathikaRavi
3
DSB 6200 Manufacturing amp Supply Chain Analytics
16805 Fridays600 -925PM
0010 PRENTICE BUILDING
Mr Steve Trecha
3
DSE 6000 Computing Platforms for Data Science
16679 T Th400 -515PM
0120 MANOOGIAN
Ms Jayashree Ravi
3
DSE 6200 Modern Databases 16678 M W530 -645PM
1125 SCIENCE HALL
Dr Alexander Kotov
3
Classes Start August 30 - End Dec 11 Final Exams Dec 13-19
Full Academic Calendar httpregwayneedustudentscalendar17-18php
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Class Room Buildings
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 37
Courses Offered for Fall 2017
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Orientation Programsbull International
StudentsndashAttend Mandatory OISS
Orientation Session(Multiple Dates)
bull College of Engineering StudentsndashAttend Graduate
Student Orientation on August 29th (9AM-4PM)
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Important Dates
38
Orientation Programs amp 2017-2018 Academic Year
FALL 2017 WINTER 2018
Priority Registration Mon Mar 27 - Sun Aug 20 Mon Oct 30 - Sun Dec 31
Open Registration (Addl $35 Fee for Initial Registration) Mon Aug 21 - Tue Aug 29 Mon Jan 1 - Sun Jan 7
Classes Begin Wed Aug 30 Mon Jan 8
Holiday - University Closed Mon Sep 4 Mon Jan 15
Late Registration (Addl $70 for Initial Reg only)and 1st Week Late Adds
Wed Aug 30 - Wed Sep 6 Mon Jan 8 - Sun Jan 14
Late Registration (Addl $70 for Initial Reg only)and 2nd Week late Adds
Thu Sep 7 - Wed Sep 13 Mon Jan 15 - Mon Jan 22
Last Day for Tuition Cancellation Wed Sep 13 Mon Jan 22
Classes Dropped will not Appear on your Academic RecordYou are Contractually Liable for Tuition of Dropped Classes During this Period
Thu Sep 14 - Wed Sep 27 Tue Jan 23 - Sun Feb 4
Instructor Approval Required to Withdraw from Classes Thu Sep 28 - Sun Nov 12 Mon Feb 5 - Sun Mar 25
Last Day to Request Course Withdrawal Sun Nov 12 Sun Mar 25
Holiday - No Classes Wed Nov 22 Mar 12 - 17(Spring Break)
Holiday - University Closed Thu Nov 23 - Sat Nov 25
Classes End Mon Dec 11 Mon Apr 23
Study Day - Final Exams May Not Be Scheduled Tue Dec 12 Tue Apr 24
Final Exams Wed Dec 13 - Tue Dec 19 Wed Apr 25 - Tue May 1
Holiday - University Closed Mon Dec 25 - Mon Jan 1
University Re-Opens After Semester Break Tue Jan 2
Academic Calendar 2017-2018 Academic Year
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 39
Data Science Program Faculty for Fall 2017
Education
University of Wisconsin-MadisonPhD Industrial and Systems Engineering2008 ndash 2014
University of Arkansas at FayettevilleMS Industrial Engineering2006 ndash 2008
Huazhong University of Science and TechnologyBS Industrial Engineering2002 ndash 2006
Assistant Professor Industrial amp Systems Engineering Assistant Professor Industrial amp Systems Engineering
Texas AampM UniversityPhD Industrial and Systems Engineering
Texas AampM UniversityMS Industrial amp Systems Engineering
PSG College of TechnologyBE Production Engineering
Education Experience
Sr Technical ArchitectJDAOct 2007 - Aug 2010
Operations Research AnalystHewlett-PackardFeb 2005 ndash Apr 2007
OR ConsultantTech MahindraMay 2003 ndash Feb 2005
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 40
Data Science Program Faculty for Fall 2017
Assistant Professor Computer Science
University of IllinoisPhD Computer Science
University of IllinoisMS Computer Science
Tver State Technical UniversityBS Computer Science
Education Experience
Post-Doctoral Fellow and Adjunct Assistant ProfessorEmory UniversitySept 2011 - Jul 2013
Research AssistantUniversity of Illinois ndash Urbana ChampaignAug 2006 ndash Sept 2011
Founder Director Mobi Boot CampAdjunct Faculty Computer Science
Wayne State UniversityMS Computer Science
University of Visveswaraya College of EngineeringBE Electrical Engineering
Education Experience
Founder and DirectorMobi Boot CampAug 2013 - Present
Software EngineerGaleMay 2009 ndash Jul 2013
Senior ConsultantXede Consulting GroupMay 2008 ndash Feb 2009
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 41
Data Science Program Faculty for Fall 2017
Strategy Manager Trinity HealthAdjunct Faculty Mike Ilitch School of Business
Oakland UniversityMBA Information Technology
PSG College of TechnologyMCA Computer Applications
Education Experience
Strategy ManagerTrinity HealthApr 2016 - Present
Application Project MgrHenry Ford Health Systems2014 ndash 2016
Data ArchitectDTE Energy1998 ndash 2001
Chief Results Officer Integrated Strategies IncLecturer Mike Ilitch School of Business
Michigan State UniversityMBA Materials and Logistics Mgmt
Michigan State UniversityBS Applied Engineering Sciences
Education Experience
Chief Results OfficerIntegrated Strategies Inc1990 - Present
Director NA PurchasingAT Kearney1988-1990
VP Purchasing PracticeDialog Systems Inc1984 ndash 1988
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 42
Data Science Program Support Staff
Mark GarrisonISE Department
(Advanced Analytics Concentration)Phone 313-577-5683
Email markgarrisonwayneedu
Thair JudehComputer Science Department
(Computational Engineering Concentration)Phone 313-577-9615
Email csgradadvisorcswayneedu
Kiantee Rupert-JonesBusiness School
(Data-Driven Business Concentration)Phone 313-577-4511
Email krupertwayneedu
Eric ScimecaComputer Science Department
(Computational Engineering Concentration)Phone 313-577-0412
Email ericscimecawayneedu
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Business Leaders amp Experts from Several Industries
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 43
Program Advisory Board
httpengineeringwayneedudata-analyticsaboutadvisory-boardphp
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
MS Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 44
Graduate School Website
httpsgradschoolwayneedumasters
The Graduate School provides information and guidance on degree requirements policies and procedures guidelines and forms for completing a masters program
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
International Students
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 45
OISS Website
httpsoisswayneedu
The Office of International Students and Scholars (OISS) at Wayne State University is here to support and enhance your educational cultural and social experiences
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Student Parkingbull All students are eligible for semester assigned
parking and general parking with the WSU OneCard
bull Note If students pay with a credit card or cash they will pay visitor rates Click here for current parking rates
One Cardbull This is your WSU ID Card Parking Card and
Library Cardbull Obtained at the Welcome Center (SW Corner of
Woodward amp Warren Ave) httpmapswayneedubuildings-welcome-center
LOGISTICS
46Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
Parking Lot Map httpmapswayneeduparking
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
httpsawayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 47
ACADEMICA WSU PORTAL
CourseRegistration
StudentRecords
FinancialRecords
BlackboardCMS
WSU Email
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
httpsblackboardwayneeduUse Access-ID amp Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 48
BLACKBOARD Course Management System
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 49
WSU EMAIL amp FORWARDING
httpwebmailwayneeduUse Access-ID amp Password to Login
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Formal training available through Library Services
Electronic resources available at home bull To connect use a VPN
Google Scholar will be your primary resource
Inter-Library Loans
LIBRARY amp ELECTRONIC RESOURCES
50
httpslibrarywayneeduUse Access-ID amp
Password to Login
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 51
VPN HOME | WSU Grid HPC Services
VPN httpscomputingwayneeduvpnindexphp WSU GRID HPC Services httpswwwgridwayneedu
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 52
SOFTWARE amp HARDWARE Free amp Discounted
httpscomputingwayneeduhelpdeskfreesoftwarephpUse Access-ID amp Password
to Login
RECOMMENDED PERSONAL LAPTOP CONFIGURATIONS
OS Mac or WindowsRAM 16 GB Ram
Processor Intel Core i7 or EquivalentStorage ~256 GB
WSU Student Education Pricing Stores Apple Dell
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Graduate School provides more than $20 million a year in student support to help graduate students fund their education
Financial support can come in many forms and from various channelsndashindividual departments within the university merit-based scholarships fellowships need-based financial aid and an array of external sources
Be sure to check with your advisor for specific application information and unique opportunities in your field Eligibility enrollment and application requirements vary
For more information visit httpsgradschoolwayneedufunding
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
FUNDING FROM GRADUATE SCHOOL
53
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Graduate School promotes exploration in a variety of careers and provides a range of professional development opportunities for graduate students and postdoctoral scholars as they prepare for these careers and goals
Our Graduate and Postdoctoral Professional Development (GPPD) seminar series covers a range of topics that are of interest to traineesbull Abstract writing job search skills poster presentation skills and career opportunitiesbull This annual series is organized by nationally recognized core competencies
For more information httpsgradschoolwayneeduprofessional-development
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
PROFESSIONAL DEVELOPMENT SERIES
54
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Graduate School identified five core competency areas critical to successful degree completion scholarlycreative contributions leadership roles across diverse career paths
A micro-credential also called a digital badge is a tool for showcasing the skills and experience that may not be readily apparent by reading an academic transcriptresume bull Badges are shareable via social media or professional websites to demonstrate skills and experience to
prospective employers colleagues and peers
Badges are issued to students who participate in various professional development seminars workshops and activities and demonstrate mastery of skills within each category as evaluated by expert faculty and facilitators
Visit httpsgradschoolwayneeduprofessional-developmentmicro-credentials
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
MICRO-CREDENTIALING PROGRAM
55
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
BIG DATA amp BUSINESS ANALYTICS GROUP WSUhttpsbigdatawayneedu
56Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY 57
Wayne State Universityrsquos VISION
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
ldquoTo be a premier center of innovation in Big Data Science and Business Analytics with a strong focus on solving real-life business problems in active collaboration with regional industry while leveraging core strengths and research interests of our teamrdquo
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Core issues in big data life cycle from acquiring
data to extracting business value from it
Use of big data analytics in specific industry
domains
58
Wayne State Universityrsquos FOCUS AREAS
Big Data amp Business Analytics Group
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Doing I t Right | March 23-24 2017
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 59
4th Annual Big Data amp Business Analytics Symposium
500 Attendees
200 Companies
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Upcoming WSU Symposia
Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017 60
5th ANNUAL
BIG DATA amp BUSINESS ANALYTICS SYMPOSIUM
March 22-23 2018
SAVE THE DATE
Data Explosion Societal Benefits amp Risks Symposium
March 21 2018
Part of WSUrsquos 150 YearSesquicentennial Celebration
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-
WAYNE STATE UNIVERSITY
Questions
Wishing you all a wonderful fall semester
61Data Science amp Business Analytics MS Program | New Student Orientation | August 11 2017
- Data Science amp Business Analytics ProgramNew Student Orientation
- Program Directors
- Outline
- (BIG) DATA SCIENCE amp BUSINESS ANALYTICS We are just getting started
- Content Explosion Internet Minute (2016)
- The Promise of Big Data
- What is Big Data
- What precisely is Big Data
- What is Big Data to Us
- Reasons for Investing in Big Data
- The Reality
- Reasons for Lack of (Big) Impact
- Recently Seeing More Success
- Recently Seeing More Success
- Business Analytics vs Data Science
- Analytics Maturity
- Analytics Maturity
- Analytics Maturity
- The Analytics Process
- Good vs Great Organizations
- External Data vs Internal Data
- Big Data Computing Platforms
- Big Data Landscape
- DATA SCIENCE amp BUSINESS ANALYTICS PROGRAM OVERVIEW
- Motivation
- Program Mission
- Program Overview
- Core Coursework
- Sample Plan of Work Analytics Track
- Plan of Work Process
- FALL 2017 COHORT COURSES FACULTY STAFF SERVICES PLATFORMS PROFESSIONAL DEVELOPMENT LOGISTICS
- Fall 2017 Cohort Statistics
- Courses Offered for Fall 2017
- Courses Offered for Fall 2017
- Important Dates
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Faculty for Fall 2017
- Data Science Program Support Staff
- Program Advisory Board
- Graduate School Website
- OISS Website
- LOGISTICS
- ACADEMICA WSU PORTAL
- BLACKBOARD Course Management System
- WSU EMAIL amp FORWARDING
- LIBRARY amp ELECTRONIC RESOURCES
- VPN HOME | WSU Grid HPC Services
- SOFTWARE amp HARDWARE Free amp Discounted
- FUNDING FROM GRADUATE SCHOOL
- PROFESSIONAL DEVELOPMENT SERIES
- MICRO-CREDENTIALING PROGRAM
- BIG DATA amp BUSINESS ANALYTICS GROUP WSU
- Big Data amp Business Analytics Group
- Big Data amp Business Analytics Group
- 4th Annual Big Data amp Business Analytics Symposium
- Upcoming WSU Symposia
- Questions
-