# Probability and Statistics

- Institution: IIT Kharagpur
- Department: Mathematics
- Teacher: Prof. Somesh Kumar
- Level: Undergraduate
- Language: English
- Subjects: Mathematics
- Source: [NPTEL](https://nptel.ac.in/courses/111105041)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/111105041)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Algebra of Sets - I](https://invisiblenetwork.ai/learn/nptel/111105041/ea2f1d2eba78) (Video)
2. [Algebra of Sets - II](https://invisiblenetwork.ai/learn/nptel/111105041/aa1ed67cc6f8) (Video)
3. [Introduction to Probability](https://invisiblenetwork.ai/learn/nptel/111105041/05fbdb3006dc) (Video)
4. [Laws of Probability - I](https://invisiblenetwork.ai/learn/nptel/111105041/bfc036796f37) (Video)
5. [Law of Probability - II](https://invisiblenetwork.ai/learn/nptel/111105041/d91676101fb4) (Video)
6. [Problems in Probability](https://invisiblenetwork.ai/learn/nptel/111105041/c26547bace5b) (Video)
7. [Random Variables](https://invisiblenetwork.ai/learn/nptel/111105041/e0145d37afbc) (Video)
8. [Probability Distributions](https://invisiblenetwork.ai/learn/nptel/111105041/88f90831b0d0) (Video)
9. [Characteristics of Distribution](https://invisiblenetwork.ai/learn/nptel/111105041/72054e5866ac) (Video)
10. [Special Distributions - I](https://invisiblenetwork.ai/learn/nptel/111105041/63b239f369af) (Video)
11. [Special Distributions - II](https://invisiblenetwork.ai/learn/nptel/111105041/09ae176b918a) (Video)
12. [Special Distributions - III](https://invisiblenetwork.ai/learn/nptel/111105041/2c4635e7a4d3) (Video)
13. [Special Distributions - IV](https://invisiblenetwork.ai/learn/nptel/111105041/bdf3994251a2) (Video)
14. [Special Distributions - V](https://invisiblenetwork.ai/learn/nptel/111105041/937d1664655b) (Video)
15. [Special Distributions - VI](https://invisiblenetwork.ai/learn/nptel/111105041/783b1ef87b8f) (Video)
16. [Special Distributions - VII](https://invisiblenetwork.ai/learn/nptel/111105041/8a3c7a98fe78) (Video)
17. [Functions of a Random Variable](https://invisiblenetwork.ai/learn/nptel/111105041/f20385b4d33a) (Video)
18. [Joint Distributions - I](https://invisiblenetwork.ai/learn/nptel/111105041/0def0f6ec05b) (Video)
19. [Joint Distributions - II](https://invisiblenetwork.ai/learn/nptel/111105041/fe0f916c30bd) (Video)
20. [Joint Distributions - III](https://invisiblenetwork.ai/learn/nptel/111105041/0b3fd0b483f0) (Video)
21. [Joint Distributions - IV](https://invisiblenetwork.ai/learn/nptel/111105041/44cbd854a463) (Video)
22. [Transformations of Random Vectors](https://invisiblenetwork.ai/learn/nptel/111105041/c1fd89e86cc1) (Video)
23. [Sampling Distributions - I](https://invisiblenetwork.ai/learn/nptel/111105041/90a99b6f79f2) (Video)
24. [Sampling Distributions - II](https://invisiblenetwork.ai/learn/nptel/111105041/92c1aad9ab14) (Video)
25. [Descriptive Statistics - I](https://invisiblenetwork.ai/learn/nptel/111105041/d3acc0c4fac8) (Video)
26. [Descriptive Statistics - II](https://invisiblenetwork.ai/learn/nptel/111105041/f04d32fdcce9) (Video)
27. [Estimation - I](https://invisiblenetwork.ai/learn/nptel/111105041/7624004f2671) (Video)
28. [Estimation - II](https://invisiblenetwork.ai/learn/nptel/111105041/1e2f8dd995da) (Video)
29. [Estimation - III](https://invisiblenetwork.ai/learn/nptel/111105041/c8e5a3d0244a) (Video)
30. [Estimation - IV](https://invisiblenetwork.ai/learn/nptel/111105041/66e167f10dea) (Video)
31. [Estimation - V](https://invisiblenetwork.ai/learn/nptel/111105041/b23493e13cfb) (Video)
32. [Estimation - VI](https://invisiblenetwork.ai/learn/nptel/111105041/f76b99d3a52a) (Video)
33. [Testing of Hypothesis - I](https://invisiblenetwork.ai/learn/nptel/111105041/e68b46457ede) (Video)
34. [Testing of Hypothesis - II](https://invisiblenetwork.ai/learn/nptel/111105041/e766da49c35c) (Video)
35. [Testing of Hypothesis - III](https://invisiblenetwork.ai/learn/nptel/111105041/943d88d5f757) (Video)
36. [Testing of Hypothesis - IV](https://invisiblenetwork.ai/learn/nptel/111105041/34467ef72a94) (Video)
37. [Testing of Hypothesis - V](https://invisiblenetwork.ai/learn/nptel/111105041/4764e7347f87) (Video)
38. [Testing of Hypothesis - VI](https://invisiblenetwork.ai/learn/nptel/111105041/5d1cc9f9d0a4) (Video)
39. [Testing of Hypothesis - VII](https://invisiblenetwork.ai/learn/nptel/111105041/718614f75ca7) (Video)
40. [Testing of Hypothesis - VIII](https://invisiblenetwork.ai/learn/nptel/111105041/7a0b2e634218) (Video)