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Online Course

Data Analysis & Decision Making - II

Indian Institute of Technology Kanpur and NPTEL via Swayam

91
Found in Data Analysis

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Overview

This is the second part of the three part course (DADM-I, DADM-II, DADM-III) which covers Operations Research and its tools with applications. In general Decision Analysis and Decision Making (DADM) covers three main areas which are: Multivariate Statistical Analysis with its applications, Other Decision Making Models like DEA, AHP, ANP, TOPSIS, etc., and Operations Research and its tools with applications. These three part DADM course will be more practical and application oriented rather than theoretical in nature.

Syllabus

Week 1  :  MCDM, MAUT and related concepts
Week 2  :  Utility theory, Pareto optimality and related concepts
Week 3  :  Decision Trees
Week 4  :  Data Envelopment Analysis (DEA)
Week 5  :  Analytical Hierarchy Process (AHP) and Analytical Network Process (ANP)
Week 6  :  TOPSIS
Week 7  :  ELECTRE
Week 8  :  PROMETHE
Week 9  :  MACBETH
Week 10  :  SWOT analysis and System analysis
Week 11  :  Other Decision Making tools
Week 12  :  Fuzzy Logic

Taught by

Prof. Raghu Nandan Sengupta

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