Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Indian Institute of Technology Kanpur

Data Analysis & Decision Making - II

Indian Institute of Technology Kanpur and NPTEL via Swayam

This course may be unavailable.

Overview

Prepare for a new career with $100 off Coursera Plus
Gear up for jobs in high-demand fields: data analytics, digital marketing, and more.
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.

Syllabus

Week 1: MCDM, MAUT and related conceptsWeek 2: Utility theory, Pareto optimality and related conceptsWeek 3: Decision TreesWeek 4: Data Envelopment Analysis (DEA)Week 5: Analytical Hierarchy Process (AHP) and Analytical Network Process (ANP)Week 6: TOPSISWeek 7: ELECTREWeek 8: PROMETHEWeek 9: MACBETHWeek 10: SWOT analysis and System analysisWeek 11: Other Decision Making toolsWeek 12: Fuzzy Logic

Taught by

Prof. Raghu Nandan Sengupta

Reviews

Start your review of Data Analysis & Decision Making - II

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.