# Introduction to Probability & Statistics (in Hindi)

- Institution: ISI Delhi
- Department: Mathematics
- Teacher: Prof. Abhay Gopal Bhatt
- Level: Undergraduate
- Language: English
- Subjects: Mathematics
- Source: [NPTEL](https://nptel.ac.in/courses/111102798)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/111102798)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

The course will cover topics in a standard syllabus in engineering degree programmes. But other students are also welcome to attend. Each concept in this introductory course will be illustrated with examples and reinforced with problems. By the end of the course, the student will have attained a fair degree of familiarity with basic statistical concepts of estimation and testing and would be well conversant with probabilistic concepts and standard probability distributions. The lectures will be in HINDI, with writing in English.

Intended audience: Undergraduate students. Also anyone who wants to get an introduction to statistical methods.

Prerequisites: Calculus

## Lectures

1. [LECTURE 1 : Random Experiments](https://invisiblenetwork.ai/learn/nptel/111102798/8a74a1ffad56) (YouTube)
2. [LECTURE 2 : Axioms of probability](https://invisiblenetwork.ai/learn/nptel/111102798/2245f4ce63dc) (YouTube)
3. [LECTURE 3 : Determining Probabilities](https://invisiblenetwork.ai/learn/nptel/111102798/c095f67eeb22) (YouTube)
4. [LECTURE 3A : Determining Probabilities (Contd.)](https://invisiblenetwork.ai/learn/nptel/111102798/2871f2fabf47) (YouTube)
5. [Lecture 4 : Equally Likely Events](https://invisiblenetwork.ai/learn/nptel/111102798/95b2d79a9e15) (YouTube)
6. [Lecture 4A : Equally Likely Events (Contd.)](https://invisiblenetwork.ai/learn/nptel/111102798/0e210c924bd2) (YouTube)
7. [Lecture 5 : Conditional Probability](https://invisiblenetwork.ai/learn/nptel/111102798/86f65c270988) (YouTube)
8. [Lecture 6 : Bayes’ Theorem](https://invisiblenetwork.ai/learn/nptel/111102798/bbf67172c599) (YouTube)
9. [Lecture 7 : Independent Events](https://invisiblenetwork.ai/learn/nptel/111102798/a24a0ade06e7) (YouTube)
10. [Lecture 7A : Independent Events (Contd.)](https://invisiblenetwork.ai/learn/nptel/111102798/f0d1ccade58a) (YouTube)
11. [Lecture 8 :Discrete Random Variables](https://invisiblenetwork.ai/learn/nptel/111102798/590539391c63) (YouTube)
12. [Lecture 9 : Probability Mass Function](https://invisiblenetwork.ai/learn/nptel/111102798/9513e2d74d52) (YouTube)
13. [Lecture 10 : Cumulative Distribution Function](https://invisiblenetwork.ai/learn/nptel/111102798/91b610c7fc72) (YouTube)
14. [Lecture 11 : Expectation of a Discrete Random Variable](https://invisiblenetwork.ai/learn/nptel/111102798/4946160dc1f5) (YouTube)
15. [Lecture 12 : Variance](https://invisiblenetwork.ai/learn/nptel/111102798/99a4103058a3) (YouTube)
16. [Lecture 13 : Binomial Distribution](https://invisiblenetwork.ai/learn/nptel/111102798/b3ee2ac5389c) (YouTube)
17. [Lecture 14 : Negative Binomial Distribution](https://invisiblenetwork.ai/learn/nptel/111102798/9033d7b65c67) (YouTube)
18. [Lecture 15 : Hypergeometric and Poisson Distributions](https://invisiblenetwork.ai/learn/nptel/111102798/e44993a2a3c7) (YouTube)
19. [Lecture 15 A : Hypergeometric and Poisson Distributions (Contd.)](https://invisiblenetwork.ai/learn/nptel/111102798/018b4acb7bf2) (YouTube)
20. [Lecture 16 : Continuous Random Variables](https://invisiblenetwork.ai/learn/nptel/111102798/fd8de47b8912) (YouTube)
21. [Lecture 17 : CDF Of A Continuous Distribution](https://invisiblenetwork.ai/learn/nptel/111102798/7f08c408b4ca) (YouTube)
22. [Lecture 18 : Expectation Of A Continuous Random Variable](https://invisiblenetwork.ai/learn/nptel/111102798/cc7911c8a9c0) (YouTube)
23. [Lecture 18 A : Exponential And Gamma Distributions](https://invisiblenetwork.ai/learn/nptel/111102798/628e98f400a5) (YouTube)
24. [Lecture 19](https://invisiblenetwork.ai/learn/nptel/111102798/39bc19b3b4dd) (YouTube)
25. [Lecture 20](https://invisiblenetwork.ai/learn/nptel/111102798/fabd8fe2ba3a) (YouTube)
26. [Lecture 21](https://invisiblenetwork.ai/learn/nptel/111102798/8429904cad82) (YouTube)
27. [Lecture 22 : Expectations Of Functions Of Several Variables](https://invisiblenetwork.ai/learn/nptel/111102798/d926f60be616) (YouTube)
28. [Lecture 23 : Covariance](https://invisiblenetwork.ai/learn/nptel/111102798/be93911977b7) (YouTube)
29. [Lecture 24 : Correlation Coefficient](https://invisiblenetwork.ai/learn/nptel/111102798/8d1e6c079e38) (YouTube)
30. [Lecture 24 A : Statistic](https://invisiblenetwork.ai/learn/nptel/111102798/d40c16e3cf63) (YouTube)
31. [Lecture 25](https://invisiblenetwork.ai/learn/nptel/111102798/3371cd3e9e1b) (YouTube)
32. [Lecture 26](https://invisiblenetwork.ai/learn/nptel/111102798/76e71fd039f3) (YouTube)
33. [Lecture 27](https://invisiblenetwork.ai/learn/nptel/111102798/02b9968b86ba) (YouTube)
34. [Lecture 28](https://invisiblenetwork.ai/learn/nptel/111102798/a3d5a63dac99) (YouTube)
35. [Lecture 29](https://invisiblenetwork.ai/learn/nptel/111102798/4988831d5ab4) (YouTube)
36. [Lecture 30](https://invisiblenetwork.ai/learn/nptel/111102798/394f2d9e4338) (YouTube)
37. [Lecture 30A](https://invisiblenetwork.ai/learn/nptel/111102798/47f6934d61f5) (YouTube)
38. [Lecture 31](https://invisiblenetwork.ai/learn/nptel/111102798/d7d5028c0de9) (YouTube)
39. [Lecture 32](https://invisiblenetwork.ai/learn/nptel/111102798/1e05b30c5427) (YouTube)
40. [Lecture 33](https://invisiblenetwork.ai/learn/nptel/111102798/13ed674fec51) (YouTube)
41. [Lecture 33 A](https://invisiblenetwork.ai/learn/nptel/111102798/7dbe12dc3265) (YouTube)
42. [Lecture 34](https://invisiblenetwork.ai/learn/nptel/111102798/625ced9f38c3) (YouTube)
43. [Lecture 35](https://invisiblenetwork.ai/learn/nptel/111102798/fabea68916f0) (YouTube)
44. [Lecture 36](https://invisiblenetwork.ai/learn/nptel/111102798/8afe93d8c8e0) (YouTube)