Course11010411860 lectures
Data Analysis & Decision Making - II
Prof. Raghu Nandan Sengupta · IIT Kanpur
About
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
Lectures
Week 1
- Lecture 01: Utility Analysis
- Lecture 02: Utility Analysis
- Lecture 03: Utility Analysis
- Lecture 04: Utility Analysis
- Lecture 05: Utility Analysis
Week 2
- Lecture 06: Utility Analysis
- Lecture 07: Utility anlysis
- Lecture 08: Utility analysis
- Lecture 09: Decisions and Utility Analysis
- Lecture 10: Safety first principle
Week 3
- Lecture 11: Loss Function
- Lecture 12: Loss Function
- Lecture 13: Balanced Loss Function
- Lecture 14: DEA
- Lecture 15: DEA
Week 4
- Lecture 16: DEA
- Lecture 17: DEA
- Lecture 18: Decision Trees
- Lecture 19: Decision Trees
- Lecture 20: Decision Trees
Week 5
Week 6
Week 7
Week 8
Week 9
- Lecture 41: MAUT
- Lecture 42: MAUT
- Lecture 43: MAUT
- Lecture 44: multi-objective optimization
- Lecture 45: reliability based optimization
Week 10
- Lecture 46: Optimization
- Lecture 47: Goal programming
- Lecture 48: GERT
- Lecture 49: Demand model
- Lecture 50: Bass model
Week 11
Week 12
Syllabus and materials
At NPTEL, as the course publishes them.
Credits and licence
- Institution
- IIT Kanpur
- Department
- Management
- Teacher
- Prof. Raghu Nandan Sengupta
- Level
- Undergraduate
- Language
- English
- Subjects
- Business and management
- Source
- NPTEL
- Licence
- CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
- Attribution
- NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
- Who can watch
- NPTEL gives no rating. Invisible Network shows it to Tweens profiles and older, judged from what the source says about it. How courses are placed