# Data Analysis & Decision Making - III

- 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/110104125)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/110104125)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Lecture 01: Introduction](https://invisiblenetwork.ai/learn/nptel/110104125/872a87529372) (Video)
2. [Lecture 02: Linear programming](https://invisiblenetwork.ai/learn/nptel/110104125/4fe328359fbc) (Video)
3. [Lecture 03: Linear programming](https://invisiblenetwork.ai/learn/nptel/110104125/58fec49ed6cc) (Video)
4. [Lecture 04: Utility analysis](https://invisiblenetwork.ai/learn/nptel/110104125/e79ec1e0aebf) (Video)
5. [Lecture 05: utility analysis](https://invisiblenetwork.ai/learn/nptel/110104125/03ce1e167e84) (Video)
6. [Lecture 06: Utility theory](https://invisiblenetwork.ai/learn/nptel/110104125/bdae524c8fcb) (Video)
7. [Lecture 07: Utility theory](https://invisiblenetwork.ai/learn/nptel/110104125/ccf8374aeee5) (Video)
8. [Lecture 08: Utility Analysis](https://invisiblenetwork.ai/learn/nptel/110104125/57e0c9057c5c) (Video)
9. [Lecture 09: Safety first principle](https://invisiblenetwork.ai/learn/nptel/110104125/793e987409ba) (Video)
10. [Lecture 10: Safety first principle (contd...)](https://invisiblenetwork.ai/learn/nptel/110104125/0d8a4c67b342) (Video)
11. [Lecture 11: optimization](https://invisiblenetwork.ai/learn/nptel/110104125/22a5372b122e) (Video)
12. [Lecture 12: optimization](https://invisiblenetwork.ai/learn/nptel/110104125/25867b090b98) (Video)
13. [Lecture 13: optimization](https://invisiblenetwork.ai/learn/nptel/110104125/1452b9b7754f) (Video)
14. [Lecture 14: optimization](https://invisiblenetwork.ai/learn/nptel/110104125/c022433f58c1) (Video)
15. [Lecture 15: simplex method](https://invisiblenetwork.ai/learn/nptel/110104125/133c6caa8525) (Video)
16. [Lecture 16: simplex method](https://invisiblenetwork.ai/learn/nptel/110104125/9b8f5e0cc671) (Video)
17. [Lecture 17: simplex method](https://invisiblenetwork.ai/learn/nptel/110104125/10cf8ff5f99a) (Video)
18. [Lecture 18: simplex method](https://invisiblenetwork.ai/learn/nptel/110104125/85e6fdf4377b) (Video)
19. [Lecture 19: optimization](https://invisiblenetwork.ai/learn/nptel/110104125/1b94982cb2b9) (Video)
20. [Lecture 20: simplex method](https://invisiblenetwork.ai/learn/nptel/110104125/f13d6aed1afd) (Video)
21. [Lecture 21: simplex method](https://invisiblenetwork.ai/learn/nptel/110104125/d5747da590fa) (Video)
22. [Lecture 22: simplex method](https://invisiblenetwork.ai/learn/nptel/110104125/8fbcffe191ac) (Video)
23. [Lecture 23: simplex method](https://invisiblenetwork.ai/learn/nptel/110104125/61bfb328905e) (Video)
24. [Lecture 24: Optimization](https://invisiblenetwork.ai/learn/nptel/110104125/b89b1703a10f) (Video)
25. [Lecture 25: Optimization](https://invisiblenetwork.ai/learn/nptel/110104125/a25995476064) (Video)
26. [Lecture 26: Optimization](https://invisiblenetwork.ai/learn/nptel/110104125/4af4b09035ce) (Video)
27. [Lecture 27: simplex method](https://invisiblenetwork.ai/learn/nptel/110104125/28b27c1e8d7e) (Video)
28. [Lecture 28: simplex method](https://invisiblenetwork.ai/learn/nptel/110104125/ff142c128f0a) (Video)
29. [Lecture 29: simplex method](https://invisiblenetwork.ai/learn/nptel/110104125/a232b3dc7e55) (Video)
30. [Lecture 30:Transportation problem](https://invisiblenetwork.ai/learn/nptel/110104125/f579ebe4410b) (Video)
31. [Lecture 31: Transportation problem](https://invisiblenetwork.ai/learn/nptel/110104125/8f90ec83d54c) (Video)
32. [Lecture 32: Transportation problem](https://invisiblenetwork.ai/learn/nptel/110104125/7eff836792d3) (Video)
33. [Lecture 33: Transportation problem](https://invisiblenetwork.ai/learn/nptel/110104125/2ca290e02c3b) (Video)
34. [Lecture 34:Transportation problem](https://invisiblenetwork.ai/learn/nptel/110104125/8a5a95d21ac2) (Video)
35. [Lecture 35: Loss function](https://invisiblenetwork.ai/learn/nptel/110104125/ed84ee85286e) (Video)
36. [Lecture 36: DEA](https://invisiblenetwork.ai/learn/nptel/110104125/0c7f26ef60fb) (Video)
37. [Lecture 37: DEA](https://invisiblenetwork.ai/learn/nptel/110104125/e155d70db169) (Video)
38. [Lecture 38: DEA](https://invisiblenetwork.ai/learn/nptel/110104125/beb2c957af2f) (Video)
39. [Lecture 39: Gomory cutting plane algorithm](https://invisiblenetwork.ai/learn/nptel/110104125/86778714d50b) (Video)
40. [Lecture 40: Gomory cutting plane algorithm](https://invisiblenetwork.ai/learn/nptel/110104125/355e35fb5f51) (Video)
41. [Lecture 41: integer programming](https://invisiblenetwork.ai/learn/nptel/110104125/f94346f766f6) (Video)
42. [Lecture 42: integer programming](https://invisiblenetwork.ai/learn/nptel/110104125/cede8c4380aa) (Video)
43. [Lecture 43: integer programming](https://invisiblenetwork.ai/learn/nptel/110104125/49098b68977c) (Video)
44. [Lecture 44: quadratic programming](https://invisiblenetwork.ai/learn/nptel/110104125/2f777f5cde90) (Video)
45. [Lecture 45: portfolio optimization](https://invisiblenetwork.ai/learn/nptel/110104125/39dc8b7abcb8) (Video)
46. [Lecture 46: chance constraint problem](https://invisiblenetwork.ai/learn/nptel/110104125/c7de8490e644) (Video)
47. [Lecture 47: branch and bound](https://invisiblenetwork.ai/learn/nptel/110104125/76ef8be896f6) (Video)
48. [Lecture 48: branch and bound](https://invisiblenetwork.ai/learn/nptel/110104125/9ae6f80d0793) (Video)
49. [Lecture 49: branch and bound](https://invisiblenetwork.ai/learn/nptel/110104125/0e2517021087) (Video)
50. [Lecture 50: branch and bound](https://invisiblenetwork.ai/learn/nptel/110104125/f91591db1fe9) (Video)
51. [Lecture 51: quadratic programming](https://invisiblenetwork.ai/learn/nptel/110104125/791c0fb84a60) (Video)
52. [Lecture 52: steepest descent](https://invisiblenetwork.ai/learn/nptel/110104125/280ef68e4288) (Video)
53. [Lecture 53: reliability based optimization](https://invisiblenetwork.ai/learn/nptel/110104125/d8a4ed39c68b) (Video)
54. [Lecture 54: reliability based optimization](https://invisiblenetwork.ai/learn/nptel/110104125/a670957ba040) (Video)
55. [Lecture 55: reliability based optimization](https://invisiblenetwork.ai/learn/nptel/110104125/4344c30389f0) (Video)
56. [Lecture 56: Sequential Optimization and Reliability Assessment](https://invisiblenetwork.ai/learn/nptel/110104125/2f995601a97d) (Video)
57. [Lecture 57: Reliability/Stochastic Optimization](https://invisiblenetwork.ai/learn/nptel/110104125/ecd6b7fb2774) (Video)
58. [Lecture 58: Reliability/Stochastic Optimization](https://invisiblenetwork.ai/learn/nptel/110104125/bb50a083d4b6) (Video)
59. [Lecture 59: Robustness](https://invisiblenetwork.ai/learn/nptel/110104125/300b7b4cd583) (Video)
60. [Lecture 60: Robustness](https://invisiblenetwork.ai/learn/nptel/110104125/496530be8f15) (Video)
61. [Live Session 13-08-2024](https://invisiblenetwork.ai/learn/nptel/110104125/872a87529372-2) (Video)
62. [Live Session 13-08-2024](https://invisiblenetwork.ai/learn/nptel/110104125/4fe328359fbc-2) (Video)
63. [Live Session 13-08-2024](https://invisiblenetwork.ai/learn/nptel/110104125/58fec49ed6cc-2) (Video)