course on analytics.pdf
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7/27/2019 Course on Analytics.pdf
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Finexure Consultancy Services
A Course on Business Analytics and Big Data
Learning Objective To enable a participant to
solve business problems in the field of Big Data
Analytics using various advanced tools such asMicrosoft Excel, VBA, R and IBM SPSS
Description
In this course the participant will explore the
principles of Analytics that are frequently used to
address business problems. In todays scenario
every business encounters BIG DATA problem. The
only available solution is to use a Cloud based
architecture and Analytical tools to find
meaningful solutions quickly. The course is divided
into three parts to enable the candidates to
understand the principles of analytics and the
architectural framework, the statistical tools
widely used in analytics, hands on experience on
the tools used to solve the problems like
Advanced Excel tools, IBM SPSS, VBA and R. The
student will also be able to interact LIVE with the
industry professionals working in the field of
analytics to get first hand experience on the latest
happenings. Each session will focus on answering
how to rather than what. The approach willbe case study based interactive learning.
Exercises will be given to participants to carry out
self-based learning. The following topics will be
covered in during the workshop
Total Duration 30 hours
1. Introduction to analyticsa. Need for analyticsb. Analytics use in different industriesc. Challenges in adoption of
analytics
d. Overview of Course Contents2. Data understanding
a. Data types (Nominal, Ordinal,Interval and Ratio)
3. Descriptive statisticsa. Tabular & Graphical Methodb. Summary statistics
4. Introduction to some statisticalterminologies and inferences
a. Population, Sample and Randomvariables
b. Point and Interval Estimationsc. Probability
d. Discrete/Continuous Probability
Distributions5. Hypothesis Testing
a. Importance of formulating andvalidating the hypothesis
b. Formulation of hypothesis (Null andalternate)
c. Testing association and differencesd. Statistical significance and test
statistic
e. Level of significance6. Z-Test, T-Test, Chi-Square test, ANOVA7. Parametric & Non-Parametric test8. Correlation & Regression9. Linear Regression
a. Case Study on Multiple Regression10. Logistic Regression
a. Case Study on Logistic Regression11. Cluster Analysis
a. Case Study on Cluster Analysis12. Factor Analysis
a. Case Study on Factor AnalysisAnalytical tools focused
1. Advanced Excel2. Visual Basic Application & Macros3. IBM SPSS4. R Language5. Matlab6. Cloud Architectures
Case studies covered on following areas
1.
Retail Analytics2. Fraud Analytics3. Telecom Analytics4. Web Analytics5. Social Media Analytics
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Finexure Consultancy Services
This program is developed in association with our
academic partners Pramartha:- a risk consulting
firm with expertise in actuarial, quantitative and
analytics Pramartha is one of the few Indian firms
working in the wider area of Actuarial
Applications, Enterprise Risk Management,Quantitative Techniques and Analytics.
Industry & Academia Endorsed Course More than
4000 + MBA Students from following B- Schools
have undergone this course from Pramartha
1. Christ UniversityMBA, Bangalore2. IFIM B- School - Bangalore3. ITM B-School- Navi Mumbai & Bangalore4. Mount Carmel Institute of Management5. Amrita School of Business, Bangalore6. NIAM Institute of Management7. Manipal University8. IBMR, Bangalore
Professionals who opted for this course are from
companies like Wipro, Infosys, IBM, Motorola,
General Motors, Honeywell, SBM,
Faculty Development Programmes (FDP)
conducted for Faculties from following Institutions
like Christ University, Mount Carmel, ITM B-School, etc
Fees: 10,000/- per participant
Duration: 25 Hrs spread over 3 consecutive days
of 8 Hrs each
About the Course Coordinator
Mahidhara Davangere V. - MSc (Maths), MBA,
MFC, DAT (UK) : Mahidhara is an AssociateActuary and a Risk Management consultant. He is
the Founder of Pramartha and has nine plus years
of extensive experience in Research and financial
valuation across sectors
Contact Details:Finexure Consultancy Services
590/A , 15th C Main, Sector 4, HSR Layout,
Bangalore 560047
M: +91-9900003624
W:www.finexure.co.in
mailto:[email protected]:[email protected]:[email protected]://www.finexure.co.in/http://www.finexure.co.in/http://www.finexure.co.in/http://www.finexure.co.in/mailto:[email protected]