# Business Analytics For Management Decision

- Institution: IIT Kharagpur
- Department: Management
- Teacher: Prof. Rudra P Pradhan
- Level: Undergraduate
- Language: English
- Subjects: Business and management
- Source: [NPTEL](https://nptel.ac.in/courses/110105089)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/110105089)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Lecture 1: Introduction to Business Analytics](https://invisiblenetwork.ai/learn/nptel/110105089/a560b46c41fd) (Video)
2. [Lecture 2: Framework of Business Analytics](https://invisiblenetwork.ai/learn/nptel/110105089/a80d5b2ba35b) (Video)
3. [Lecture 3: Data Structure](https://invisiblenetwork.ai/learn/nptel/110105089/106eb0e6f266) (Video)
4. [Lecture 4: Decision Models](https://invisiblenetwork.ai/learn/nptel/110105089/737292d2f7a9) (Video)
5. [Lecture 5: Problem solving and Decision making](https://invisiblenetwork.ai/learn/nptel/110105089/fb7215c5cabb) (Video)
6. [Lecture 6: Data structure and data view](https://invisiblenetwork.ai/learn/nptel/110105089/0f6bca85b6e0) (Video)
7. [Lecture 7: Use of Microsoft excel functions](https://invisiblenetwork.ai/learn/nptel/110105089/4e485e1c9e60) (Video)
8. [Lecture 8: Examples with excel functions](https://invisiblenetwork.ai/learn/nptel/110105089/992b8442add2) (Video)
9. [Lecture 9: Data visualization](https://invisiblenetwork.ai/learn/nptel/110105089/6dca2f614980) (Video)
10. [Lecture 10: Data Analysis](https://invisiblenetwork.ai/learn/nptel/110105089/b694ae8c6216) (Video)
11. [Lecture 11 : Descriptive Analytics](https://invisiblenetwork.ai/learn/nptel/110105089/a58e1efab6d6) (Video)
12. [Lecture 12 : Descriptive Analytics (Contd.)](https://invisiblenetwork.ai/learn/nptel/110105089/b907adfbc7a0) (Video)
13. [Lecture 13 : Descriptive Analytics (Contd.)](https://invisiblenetwork.ai/learn/nptel/110105089/34b1e5a9c5a8) (Video)
14. [Lecture 14 : Descriptive Analytics (Contd.)](https://invisiblenetwork.ai/learn/nptel/110105089/5406bef969ae) (Video)
15. [Lecture 15 : Descriptive Analytics (Contd.)](https://invisiblenetwork.ai/learn/nptel/110105089/f0ce611b8304) (Video)
16. [Lecture 16: Statistical inference](https://invisiblenetwork.ai/learn/nptel/110105089/e36d6da7ecd4) (Video)
17. [Lecture 17: Testing of Hypothesis](https://invisiblenetwork.ai/learn/nptel/110105089/8f9bb7de8352) (Video)
18. [Lecture 18: Testing of Hypothesis (Contd.)](https://invisiblenetwork.ai/learn/nptel/110105089/fe53b7d049e5) (Video)
19. [Lecture 19: Confidence Interval](https://invisiblenetwork.ai/learn/nptel/110105089/98fb6e167c0f) (Video)
20. [Lecture 20: Confidence Interval 2](https://invisiblenetwork.ai/learn/nptel/110105089/c9ba225143be) (Video)
21. [Lecture 21 : Hypothesis Testing for Multiple Samples](https://invisiblenetwork.ai/learn/nptel/110105089/0849baffea18) (Video)
22. [Lecture 22 : Hypotheses Testing for Multiple Sample Case](https://invisiblenetwork.ai/learn/nptel/110105089/03e145ca7dee) (Video)
23. [Lecture 23 : Hypotheses Testing for Two Sample Proportion](https://invisiblenetwork.ai/learn/nptel/110105089/064f6b7f9ec7) (Video)
24. [Lecture 24 : Analysis of Variance (ANOVA)](https://invisiblenetwork.ai/learn/nptel/110105089/8fa6bbebc77e) (Video)
25. [Lecture 25 : Analysis of Variance 2](https://invisiblenetwork.ai/learn/nptel/110105089/1ae498aba6ee) (Video)
26. [Lecture 26 : Simple Regression Analysis](https://invisiblenetwork.ai/learn/nptel/110105089/841aff435bf3) (Video)
27. [Lecture 27 : Simple Regression Analysis(Contd.)](https://invisiblenetwork.ai/learn/nptel/110105089/077a1f040438) (Video)
28. [Lecture 28 : Multiple Regression Analysis](https://invisiblenetwork.ai/learn/nptel/110105089/75fd38fd39f1) (Video)
29. [Lecture 29 : NonLinear Regression Analysis](https://invisiblenetwork.ai/learn/nptel/110105089/5b488cdaa19b) (Video)
30. [Lecture 30 : Diagnostics of Regression Modelling](https://invisiblenetwork.ai/learn/nptel/110105089/c606fc49109b) (Video)
31. [Lecture 31 : Dummy Modelling](https://invisiblenetwork.ai/learn/nptel/110105089/46a5eb399002) (Video)
32. [Lecture 32 : Dummy Modelling (Contd.)](https://invisiblenetwork.ai/learn/nptel/110105089/fda782bc1d37) (Video)
33. [Lecture 33 : Panel Data Model](https://invisiblenetwork.ai/learn/nptel/110105089/9d131b5ce087) (Video)
34. [Lecture 34 : Panel Data Model (Contd.)](https://invisiblenetwork.ai/learn/nptel/110105089/69974aaa313b) (Video)
35. [Lecture 35 : Time Series Forecasting](https://invisiblenetwork.ai/learn/nptel/110105089/5b0dabbbde6f) (Video)
36. [Lecture 36: Time Series Forecasting (Contd.)](https://invisiblenetwork.ai/learn/nptel/110105089/3f5ede25fb27) (Video)
37. [Lecture 37: Machine Learning](https://invisiblenetwork.ai/learn/nptel/110105089/d9c1f499c9bb) (Video)
38. [Lecture 38: Machine Learning (Contd.)](https://invisiblenetwork.ai/learn/nptel/110105089/a5d24d0c9585) (Video)
39. [Lecture 39: Data Mining](https://invisiblenetwork.ai/learn/nptel/110105089/3e16367b446c) (Video)
40. [Lecture 40: Simulation](https://invisiblenetwork.ai/learn/nptel/110105089/22fcf5e6536a) (Video)
41. [Lecture 41 : Basics](https://invisiblenetwork.ai/learn/nptel/110105089/02d9e73052ff) (Video)
42. [Lecture 42 : Linear Programming 1](https://invisiblenetwork.ai/learn/nptel/110105089/352cc4e93475) (Video)
43. [Lecture 43 : Linear Programming 2](https://invisiblenetwork.ai/learn/nptel/110105089/cd2ee9924903) (Video)
44. [Lecture 44 : Special Issues of Linear Programming](https://invisiblenetwork.ai/learn/nptel/110105089/01e7109f7262) (Video)
45. [Lecture 45 : Simplex Method of Linear Programming](https://invisiblenetwork.ai/learn/nptel/110105089/fc07f60e426e) (Video)
46. [Lecture 46. : Linear programming basics](https://invisiblenetwork.ai/learn/nptel/110105089/916ed7fe725e) (Video)
47. [Lecture 47 : Optimality and sensitivity analysis](https://invisiblenetwork.ai/learn/nptel/110105089/6ab5c129f609) (Video)
48. [Lecture 48 : Duality](https://invisiblenetwork.ai/learn/nptel/110105089/40a72fd875fe) (Video)
49. [Lecture 49 : Dual simplex](https://invisiblenetwork.ai/learn/nptel/110105089/9f606cf57520) (Video)
50. [Lecture 50 : Integer programming I](https://invisiblenetwork.ai/learn/nptel/110105089/5f3a7a748155) (Video)
51. [Lecture 51 : Integer programming II](https://invisiblenetwork.ai/learn/nptel/110105089/30693143060e) (Video)
52. [Lecture 52 : Integer programming III](https://invisiblenetwork.ai/learn/nptel/110105089/60889a2d336b) (Video)
53. [Lecture 53 : Goal programming](https://invisiblenetwork.ai/learn/nptel/110105089/56811b58db55) (Video)
54. [Lecture 54 : Nonlinear programming I](https://invisiblenetwork.ai/learn/nptel/110105089/7a1446b6c395) (Video)
55. [Lecture 55 : Nonlinear programming II](https://invisiblenetwork.ai/learn/nptel/110105089/c4d39b9a7ab8) (Video)
56. [Lecture 56 : Introduction to decision theory](https://invisiblenetwork.ai/learn/nptel/110105089/f745c029e618) (Video)
57. [Lecture 57 : Decision making under uncertainty](https://invisiblenetwork.ai/learn/nptel/110105089/a99a2deba7bc) (Video)
58. [Lecture 58 : Decision making under certainty](https://invisiblenetwork.ai/learn/nptel/110105089/283034cc4c2e) (Video)
59. [Lecture 59 : Decision tree](https://invisiblenetwork.ai/learn/nptel/110105089/ec96b44d34cc) (Video)
60. [Lecture 60 : The value of information and utility theory](https://invisiblenetwork.ai/learn/nptel/110105089/ab724eb7926a) (Video)
61. [Live Session 01-04-2021](https://invisiblenetwork.ai/learn/nptel/110105089/a560b46c41fd-2) (Video)
62. [Live Session 03-03-2020](https://invisiblenetwork.ai/learn/nptel/110105089/a80d5b2ba35b-2) (Video)