Data Analysis & Decision Making II free videos and free material uploaded by IIT Kanpur Staff .
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
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.
INTENDED AUDIENCE: Masters in Business Administration, Masters in Economics, Masters in Statistics/Mathematics, Masters in Industrial Engineering, Masters in Operations Research/Operations Management, Phd in related fields as mentioned above.
PREREQUISITES: Probability & StatisticsOperations Researchl
INDUSTRY SUPPORT: Manufacturing industry, chemical industry, steel industry, cement industry, etc.
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