# Data Analysis & Decision Making - II

- Institution: IIT Kanpur
- Department: Management
- Teacher: Prof. Raghu Nandan Sengupta
- Level: Undergraduate
- Language: English
- Subjects: Business and management
- Source: [NPTEL](https://nptel.ac.in/courses/110104118)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/110104118)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

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

1. [Lecture 01: Utility Analysis](https://invisiblenetwork.ai/learn/nptel/110104118/64c9bdb9a6ba) (YouTube)
2. [Lecture 02: Utility Analysis](https://invisiblenetwork.ai/learn/nptel/110104118/a4c11a4a7b3e) (YouTube)
3. [Lecture 03: Utility Analysis](https://invisiblenetwork.ai/learn/nptel/110104118/3a88b8a64342) (YouTube)
4. [Lecture 04: Utility Analysis](https://invisiblenetwork.ai/learn/nptel/110104118/02aa42bbc312) (YouTube)
5. [Lecture 05: Utility Analysis](https://invisiblenetwork.ai/learn/nptel/110104118/c84842b44c3d) (YouTube)
6. [Lecture 06: Utility Analysis](https://invisiblenetwork.ai/learn/nptel/110104118/f7e17aeaeda8) (YouTube)
7. [Lecture 07: Utility anlysis](https://invisiblenetwork.ai/learn/nptel/110104118/e599cf1a6d3e) (YouTube)
8. [Lecture 08: Utility analysis](https://invisiblenetwork.ai/learn/nptel/110104118/afa6486dfd0f) (YouTube)
9. [Lecture 09: Decisions and Utility Analysis](https://invisiblenetwork.ai/learn/nptel/110104118/f692d2046f3b) (YouTube)
10. [Lecture 10: Safety first principle](https://invisiblenetwork.ai/learn/nptel/110104118/aebe77e8df90) (YouTube)
11. [Lecture 11: Loss Function](https://invisiblenetwork.ai/learn/nptel/110104118/aaed294254d6) (YouTube)
12. [Lecture 12: Loss Function](https://invisiblenetwork.ai/learn/nptel/110104118/6ac80e30cc8b) (YouTube)
13. [Lecture 13: Balanced Loss Function](https://invisiblenetwork.ai/learn/nptel/110104118/5a713c9f448c) (YouTube)
14. [Lecture 14: DEA](https://invisiblenetwork.ai/learn/nptel/110104118/726e0802b914) (YouTube)
15. [Lecture 15: DEA](https://invisiblenetwork.ai/learn/nptel/110104118/c627dffecbb9) (YouTube)
16. [Lecture 16: DEA](https://invisiblenetwork.ai/learn/nptel/110104118/f32d4ccc54c6) (YouTube)
17. [Lecture 17: DEA](https://invisiblenetwork.ai/learn/nptel/110104118/e94b543cc880) (YouTube)
18. [Lecture 18: Decision Trees](https://invisiblenetwork.ai/learn/nptel/110104118/8aba88f92c47) (YouTube)
19. [Lecture 19: Decision Trees](https://invisiblenetwork.ai/learn/nptel/110104118/acd1cda36050) (YouTube)
20. [Lecture 20: Decision Trees](https://invisiblenetwork.ai/learn/nptel/110104118/7504dc4ea46d) (YouTube)
21. [Lecture 21: AHP](https://invisiblenetwork.ai/learn/nptel/110104118/8f7dec5eea7d) (YouTube)
22. [Lecture 22: AHP](https://invisiblenetwork.ai/learn/nptel/110104118/49d26858ae76) (YouTube)
23. [Lecture 23: AHP](https://invisiblenetwork.ai/learn/nptel/110104118/1cf979620a8c) (YouTube)
24. [Lecture 24: AHP](https://invisiblenetwork.ai/learn/nptel/110104118/2908edc84528) (YouTube)
25. [Lecture 25: AHP](https://invisiblenetwork.ai/learn/nptel/110104118/159738405c8f) (YouTube)
26. [Lecture 26: ELECTRE](https://invisiblenetwork.ai/learn/nptel/110104118/2e7f99465517) (YouTube)
27. [Lecture 27: ELECTRE](https://invisiblenetwork.ai/learn/nptel/110104118/98f8267f5ce7) (YouTube)
28. [Lecture 28: ELECTRE](https://invisiblenetwork.ai/learn/nptel/110104118/292bed62d783) (YouTube)
29. [Lecture 29: ELECTRE](https://invisiblenetwork.ai/learn/nptel/110104118/c8f70f4ab322) (YouTube)
30. [Lecture 30: ELECTRE](https://invisiblenetwork.ai/learn/nptel/110104118/3d00cf2ed0e6) (YouTube)
31. [Lecture 31: TOPSIS](https://invisiblenetwork.ai/learn/nptel/110104118/a48b35e550db) (YouTube)
32. [Lecture 32: TOPSIS](https://invisiblenetwork.ai/learn/nptel/110104118/6839d6c54e0b) (YouTube)
33. [Lecture 33: TOPSIS](https://invisiblenetwork.ai/learn/nptel/110104118/48889e20a58b) (YouTube)
34. [Lecture 34: TOPSIS](https://invisiblenetwork.ai/learn/nptel/110104118/d91f1bed99b2) (YouTube)
35. [Lecture 35: TOPSIS](https://invisiblenetwork.ai/learn/nptel/110104118/2b41348fe10c) (YouTube)
36. [Lecture 36: VIKOR](https://invisiblenetwork.ai/learn/nptel/110104118/871411c22dcd) (YouTube)
37. [Lecture 37: VIKOR](https://invisiblenetwork.ai/learn/nptel/110104118/5afec4728ce4) (YouTube)
38. [Lecture 38: VIKOR](https://invisiblenetwork.ai/learn/nptel/110104118/f439ab0fefa8) (YouTube)
39. [Lecture 39: VIKOR](https://invisiblenetwork.ai/learn/nptel/110104118/e6853459422c) (YouTube)
40. [Lecture 40: VIKOR](https://invisiblenetwork.ai/learn/nptel/110104118/389f95be6049) (YouTube)
41. [Lecture 41: MAUT](https://invisiblenetwork.ai/learn/nptel/110104118/18c95493191c) (YouTube)
42. [Lecture 42: MAUT](https://invisiblenetwork.ai/learn/nptel/110104118/9db4d38b8b62) (YouTube)
43. [Lecture 43: MAUT](https://invisiblenetwork.ai/learn/nptel/110104118/90e25f74efad) (YouTube)
44. [Lecture 44: multi-objective optimization](https://invisiblenetwork.ai/learn/nptel/110104118/72f046a0fddd) (YouTube)
45. [Lecture 45: reliability based optimization](https://invisiblenetwork.ai/learn/nptel/110104118/1adae38f5a7a) (YouTube)
46. [Lecture 46: Optimization](https://invisiblenetwork.ai/learn/nptel/110104118/8a07538b9e51) (YouTube)
47. [Lecture 47: Goal programming](https://invisiblenetwork.ai/learn/nptel/110104118/66b27bfbb355) (YouTube)
48. [Lecture 48: GERT](https://invisiblenetwork.ai/learn/nptel/110104118/202f18c04046) (YouTube)
49. [Lecture 49: Demand model](https://invisiblenetwork.ai/learn/nptel/110104118/f5c8e6111127) (YouTube)
50. [Lecture 50: Bass model](https://invisiblenetwork.ai/learn/nptel/110104118/e084d887ac0f) (YouTube)
51. [Lecture 51: GERT](https://invisiblenetwork.ai/learn/nptel/110104118/71c49be7451f) (YouTube)
52. [Lecture 52: GERT](https://invisiblenetwork.ai/learn/nptel/110104118/b28a6e85c129) (YouTube)
53. [Lecture 53: GERT](https://invisiblenetwork.ai/learn/nptel/110104118/6598aa705fc7) (YouTube)
54. [Lecture 54: AIS](https://invisiblenetwork.ai/learn/nptel/110104118/78a047b2d067) (YouTube)
55. [Lecture 55: AIS](https://invisiblenetwork.ai/learn/nptel/110104118/63b1bc98b2e5) (YouTube)
56. [Lecture 56: AIS](https://invisiblenetwork.ai/learn/nptel/110104118/844240cef7af) (YouTube)
57. [Lecture 57: AIS](https://invisiblenetwork.ai/learn/nptel/110104118/c964aa1d9022) (YouTube)
58. [Lecture 58: ANN](https://invisiblenetwork.ai/learn/nptel/110104118/1fc79c2a8f9e) (YouTube)
59. [Lecture 59: Metaheuristics techniques](https://invisiblenetwork.ai/learn/nptel/110104118/3c6b77c4b97c) (YouTube)
60. [Lecture 60: General Concepts](https://invisiblenetwork.ai/learn/nptel/110104118/8d73584b7e05) (YouTube)