Jointly Delivered by

Post-Graduate Programme in

By Indian Statistical Institute Pune

ADVANCED DATA ANALYTICS FOR EXECUTIVES

Weekend Batch | Start on 28th August 2021 | 5 Months Online Live Training

PROGRAM OVERVIEWBusiness leaders and executives are now adapting to the analytics revolution to make decisions with minimal errors and maximum predictability. Gone are the days where we had to grovel for data to guide us in effective decision making. As the volume of data available grows exponentially, there is a pressing need to make sense of the structured and unstructured data available. Organisations are struggling to turn data into value and apply it to discover insights for better decision-making. This is why the Indian Statistical Institute,Pune has collaborated with eduplusnow to introduced a knowledge rich, case-study centric, innovative Advanced Data Analytics program for executives and leaders across the breadth & depth organisations of any nature and all sizes.

It is a Central Government institute, devoted to research, teaching & application of not only statistics and allied sciences, but also the natural sciences, social sciences and their interface with the statistics. Founded by Professor P.C. Mahalanobis in Kolkata on 17th December, 1931, the institute gained the status of an Institution of National Importance by an act of the Indian Parliamentin 1959.

ISI Pune is a unit of Indian Statistical Institute, active in Teaching, Training, Research and Consulting on the application of statistics, operations research & allied science to solve problems of the industry across the spread and depth of the industries. ISI Pune brings the sanctity of statistics in the mother initiatives such as TQM, TPM, Six Sigma, Quality Management, Management Systems, Business Management, Data Analytics, Data Science.

eduplusnow is an educational initiative of the Vishwakarma Group, which includes the Vishwakarma Institute of Technology, Pune. Its intent is to bridge the skill gap between conventional learning methods, meet real industry challenges and help the learner achieve their career potential.

Aimed at providing learners with essential skills, eduplusnow courses are created with inputs from industry experts and highly-qualified professionals.

At eduplusnow, we believe in preparing students for success in a changing world by providing classroom based courses, online courses or even blend of both these modes of teaching so that the students pave the path for a successful career.

COURSE FEATURESIndian Statistical Institute, Pune & eduplusnow’s PG Program in Advance Data Analytics curriculum involves comprehensive data analytics in varieties of application areas comprising of – Expectation from Data Engineering to provide a clean dataset for a forecast problem statement to represent a business case.

Data Preparation Role of data engineering in data preparation.

Descriptive Analytics (To give birth of new combined explanatory variable) To give birth of new explanatory variables of combined nature using cluster analysis, Market Basket Analytics, Principal component analysis & factor analysis.

Visual Analytics & Exploratory Data Analysiswith Business Intelligence Reporting of retrospective data & statistical founding for prospective pursuance using tools such as Minitab, Python, Power BI & Tableau. It can be noted that data preparation, exploratory data analysis form the basis of foundation for Data analytics & hence can be treated as basic analytics.

Modeling (Prescriptive Analytics with limited accuracy) – To predict the target variable using both regression & classification types of models at least 20 different types of models including classical models (to be used as Machin learning) & Deep neural network base modeling (to be used as Deep Learning ) classical models wiz with hands on experience using Minitab, Python, Power BI & Tableau.

Predictive AnalyticsUsing a variety of ensembling techniques & time series analysis.

Case StudiesThe entire modules will be centered around case study specific examples as well as complete case studies at the end ranging from across the functionaries

WHO SHOULD APPLY FOR THIS PROGRAM Executives in decision-making roles ● Individuals with 5 years’ managerial experience ● Executives having exposure to data analytics & report-making using excel or other tools.

LEARNING OUTCOMESData Analytics transpirable knowledge & skills for fact-based decision-making by an executive from any discipline from any industry, along with a complete data analytics project for each participant.

The modules will be centered around case-study specific examples as well as complete case studies from across functionaries like:

• Product Analytics• Customer Churn Analytics• Market Analytics• Network Analytics• Operations Analytics• Supply Chain Analytics• HR Analytics,Energy Analytics• Retail Analytics• Social Media Analytics

PROGRAM HIGHLIGHTS

Online Live 144 hours intensive Training

No Prior coding or programming knowledge required

Hands on case study centric learning

Tools Covered- Python, Minitab, Power BI, Tableau focusing on analytics without coding / programming

Flexible learning on weekends specifically designed for working professionals

Learn from faculty from ISI and Industry

• Agro analytics• Insurance Analytics - Actuarial Statistics• Healthcare /Clinical Analytics – Biostatistics• Balance sheet Analytics - To attract total business• Survival Analytics• Financial Analytics• Risk Analytics• Legal Analytics• Telecom Analytics

INDIAN STATISTICAL INSTITUTE ADVISORY MEMBERS & FACULTY

ADVISORY COMMITTEE

Mr. Shrikant MaratheEX Director Design at ARAI

(Automotive Research Association of India)

Prof. Subrata RathHead of SQC & OR Unit

(Indian Statistical Institute, Pune Chapter)B.Sc. Hons. in Statistics (Calcutta University)

M. Stat. (Indian Statistical Institute) Post M. Stat. Dip. in SQC & OR

Prof. Ashis Kumar ChakrabortySr. Technical Officer

Head of SQC & OR Division and ISI council member for two terms (2012-14 and 2018-20)

Former Head, SQC & OR units of Hyderabad, Chennai, and Kolkata Indian Statistical Institute

Prof. Pathik MandalTechnical Officer Gr-1

Certified lead auditor for ISO 9000;Served as a member of Rajiv GandhiNational Quality Award for two termsPh D (Metallurgy) from IIT, Kharagpur.

Current research interest: Robust design,Six Sigma, Growth process control.

Mr. Vinay GuptaHead Data Analytics & Business Excellence at

Suzlon Group

Mr. Hemant JoshiHead Data Office & Delivery Head BFSI Business

Analytics at Tata Consultancy Services

Mr. Yogesh KulkarniPrincipal Architect – CTO Office at Icertis

COURSE CURRICULUM

MODULEBusiness Analytics Motivation of Business• Evolution of Busienss Analytics• Business Analytics for effective business decision making

Business Analytics & its component viz basic data preparation | Basic Analytics | Prescriptive Analytics | Descriptive Analytics | Predictive Analytics | Machine Learning | Deep Learning & Artificial Intelligence

Functional Analytics• Product analytics, Customer Churn Analytics• Market Analytics, Network Analytics• Operations Analytics• Supply Chain Analytics• HR Analytics• Energy Analytics• Retail Analytics• Social Media Analytics

• Agro analytics• Insurance Analytics - Actuarial Statistics• Healthcare /Clinical Analytics - Biostatistics• Balance sheet Analytics - To attract total business• Survival Analytics• Financial Analytics• Risk Analytics• Legal Analytics• Telecom Analytics, etc.

Prepare Data Set• Data Prepration - Dirty & Unstructrued data to Adequate & Clean Data• Data & its types• Meta Data• Tupple formation of Data

• Data Integration - Aggregation, Segregation,Combining, Indexing, Summarising - Data Quality• Data Quality• Data Cleaning

Classification Modelling• Discriminant Analytics • Logistic Regression• KNN • Naïve Bayes Classifier• Model Adequacy parameter • Modle Accuracy parameter• Predictability of model • Provisioning modelling in Machine learning

Modelling • Steps of Modelling • Data Partitioning in Modeling

Regression Modelling• Multiple linear regression • Stepwise regression• Best Subset regression • Ridge Rregression• LASSO Regression • Spline Regression

Exploratory Data Analytics• Events, Probability, random variable, probability distribution• Parameters of probability distribution• Estimation• Summaries of Statistics

Sampling Distribution• Test of hypothesis

Visual Analytics• Tools for visual Analytics• Sumries of statistis connecting to Visual analytics• Summaries of statistics• Tools - Python, Tableau, Power BI

Descriptive Analytics• Cluster analytics• Affinity analytics or Market basket analysis• Principal component analysis, factor analysis• Connecting MBA & Clustering to ML

Predictive Analytics• Use of cluster variables & affintive variables in model• Time Series analysis• proespective modeling

Neural Network related modelling• Perceptron - ANN• CNN• RNN• Connecting neural network to Deep learning Modeling

CERTIFICATE

Awarded Jointly by The Indian Statistical Institute, Pune and eduplusnow

Each student must complete an internship project within 3 months of the last classroom session. Participants needing assistance in getting a project will be supported by Indian Statistical Institute & eduplusnow.

Assessment & Certification:• MCQs (80 Marks) & Descriptive questions (20 Marks). • Open book examination.• Minimum score 70% to receive a certificate

As a prerequisite for project follow up, at the end of the project report submission, each participant will have to present the case-study internship project to the panel members.

HR Analytics IT Banking & Finance

HR Analytics - Attrition & Retention

IT Ticket closure time & defective ticket analytics

Credit card fraud analytics

Truck utilisation Percentage for supply chain analytics

Sensitivity enhancement for manufacturing analytics for process type industry

Supply Chain Analytics Manufacturing Industry

CASE STUDY

PROGRAM DETAILS

Program Dates 28th Aug 202116th Jan 2022

Duration5 Months144 Hours

TimingSaturday Sunday, 8am to 12pm

Course fees: INR 1,00,000 + GST

Payment ScheduleInstallment

1 2 3

48,000/-35,000/-35,000/-

Amount (Including GST)

Dr Chitra Joshi23+ Years | Working As Education Management EPS | UAE

“The course will give a different perspective on the thinking process. After the course, there is a mandatory guided capstone project. It will give confidence in learning during the past session. I would recommend the course (Green, Yellow or Black belt) to all levels of the aspirant.”

“It’s a well-designed course with a great content, case studies and examples. ISI Faculties made it very engaging and easy to understand & implement. Ample examples help one connect with the topics and their application in real life. It’s been a wonderful journey, learning new concepts and methodologies, highly recommended. Thank you!”

“My sincere thanks to my guruji ISI faculty for conducting the MBB sessions online so seamlessly and great learning’s. And special thanks to eduplusnow for organizing the trainings online tool. One recommendation is to facilitate such trainings online to benefit the international aspirants. Thanks again”

Mr. Viraj Chachad 21+ years of ExperienceSr. Manager (P&R Process Improvement) at Reliance Jio

“It was an excellent experience to complete six sigma green belt as there is perfect combination of best course management from eduplusnow team and invincible knowledge from ISI members. It was a pleasure to be the part of course and clear droughts and quirky from teaching staff who really has the best hands on any stream from industries, hospital, universities, and so on. I will strongly recommend to attend at least any of the one course from here.”

Mr. Srinivas T V 18+ Years of experiencePrincipal Consultant (Expert)- Service Excellence . Drive High Impact Six Sigma at HP Inc

“MBB Training Were Awesome & ISI Faculty Kept me Engaged throughout the Training with amazing style of Teaching .DFSS, Data Analytics, & Python were Highlights for me in whole Training while we were also able to refresh our existing knowledge on DMIAC.”

“Eduplusnow team is very quick in response and helped throughout the course. I would definitely recommend this course to all the professionals who seek a six sigma course since you don’t only get certified but really understand the six sigma concepts (crystal clear) and how to apply it in the real world”

“Amalgamation of different industry demanding professional courses at eduplusnow is overwhelming. The management attitude, faculty & platform is a benchmark for the online study industries.”

HEAR FROM OUR ALUMNI

“I am extremely happy and glad to be part of ISI’s Six Sigma Master Black Belt program. It has given me immense pleasure in learning about practical applicability of Six Sigma Methodologies in various domains. I liked the in-depth sessions conducted by ISI Faculty on DMAIC, LSS, DFSS, and Application of Statistics with granular details.ISI faculty has made my learning experience great by his unique style of mentoring. Also the gap of technology, like Statistical Programming Using Python and Data Science, was abridged by Sir, who comes with great knowledge and industry experience. Thanks to EduPlusNow for providing seamless online learning platform. Special thanks to Eduplusnow Team for managing entire program and accommodating my ad-hoc queries. Additionally, the learning experience was enhanced through special sessions conducted by the domain experts. I am thankful to all my fellow colleagues who also helped me sharpen my skills. ”

” I was Ultra fortunate to get trained by ISI Faculty for the MBB course in Nov & Dec 2020. Once in a while, you meet someone who will be very special in life for multiple reasons because of who they are and their thoughts; ISI Faculty is one such Guru. He is an ocean of knowledge; it’s up to us how much we receive it. Sir was able to show a case study for each topic you pick, which is beyond imagination. What impressed me the most is his humbleness and kindness to everyone and how he connects with his students and explains the concepts with ease & many simple examples for us to understand. Irrespective of any number of questions, he is calm, cool and answers all the questions with a smile. I found my Guru through this training, a Guru for life. ISI Faculty line “Small Dream is a national waste.” is something that has impacted me immensely. We carry the same passion for making a difference in the life of farmers. I will be working with ISI Facuty in the years to come. I was humbled to be called ISI Faculty favourite student: ISI faculty mentions a lot. Thank you is a small word, but still, a BIG THANK YOU !! I am looking forward to working with you in the future. I promise to make you proud, sir. 5+ Star is too less for ISI faculty but that’s the maximum I can give”

“The Sessions were truly Enlightening and Helped me develop the understanding of Data Driven work Styles Thanks to ISI & eduplusnow Team for organizing such Learning Programmed Courses.”

Mr. Deepak Kumar Business Improvement Lead Working At TCS ltd | Melbourne, Australia

Mr. Suraj Mani Chaurasiya COE Supply Chain Management Business Process | Bayer Pharmaceuticals | Berlin Germany

Ms. Rupali P Associate At Amazon | USA

Mr. Sumon Chakraborty Manufacturing Advisory | Hitachi Vantara

Mr. Himadri Chatterjee 22+ Years of ExperienceSenior Manager at Abbott India Pvt Ltd

Mr. Bala Prasad Buddiga 20+ years of ExperienceSenior Quality Assurance Specialist at Heston-KUFPEC, Kuwait

Mr Shivaji Vithalrao Sanmukhrao 7+ years of ExperienceProcess Engineer at Metallguss Brinschwitz GmbH, Germany

OUR ALUMNI WORK AT

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Vishwakarma Institute of Technology (VIT, Pune), Vishwakarma Institute of Information Technology (VIIT, Pune), Vishwakarma University (VU, Pune), Vishwakarma Schools, Wisdom World School

An initiative of Vishwakarma Group Pune.

Other initiatives of Vishwakarma Group

For further details, 8956167195/ 96 / 97 / 98 info@eduplusnow.com www.eduplusnow.com

34A/1, Suyog Center, 7th Floor, Gultekadi Marketyard Road, Giridhar Bhavan Chowk, Pune, Maharashtra 411037

• PG Program in Data Science • PG Program in Advanced Data Analytics for Executives • PG Program in Data Analytics• PG Program in Data Engineering • Six Sigma Yellow Belt • Six Sigma Green Belt • Six Sigma Black Belt • Six Sigma Master Black Belt • Lean Six Sigma Supplement Program • Statistics for Researchers • Design for Six Sigma Supplement • Executive Overview of Six Sigma Program

eduplusnow with the Indian Statistical Institute, Pune jointly delivers the following courses:

• Certificate Course in Biological Data Analytics • Certificate Course on Computational Drug Discovery • Certificate Course on Molecular Modelling • PG Program in molecular modelling and drug Designing• Certificate Course on transcriptome data analysis