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Objectives of the Course
To build competency of the participants in
- Fundamentals of data analytics and its applications.
- Descriptive, predictive and prescriptive data analytics.
- Exposure to practical problems and their solutions using SAS.
Course Content
| Foundations of Data Analytics |
Data Types and Sources, Visualizing and Exploring Data, Organizational Interfaces and IT, Precondition for Data Analysis |
| Statistics Module |
Descriptive Statistical Measures, Probability Distributions and Data Modeling, Sampling and Estimation, Multiple and Multivariate Regression, Principal Component Analysis, Factor Analysis and structural equation modeling |
| Optimization Module |
Linear Optimization, Integer Optimization, Nonlinear and Non-Smooth Optimization, Optimization Models with Uncertainty |
| Decision Making Module |
Statistical Decision Making, Optimization Based Decision Making, Decision Making with Risk and Uncertainty |
| Case studies and live problems using SAS |
Course Schedule
- 9 am to 6 pm with 2-hour lunch break on each day.
Course Fee
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The fee for the three-day programme is Rs. 30,000/- per participant.
- Payment is to be made through a bank draft drawn in favour of “CEP-STC, IIT Kharagpur” payable at Kharagpur.The course fee includes course materials, and participation fee.
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