# Introduction to Probability and Statistics

- Institution: IIT Madras
- Department: Mathematics
- Teacher: Prof. G. Srinivasan
- Level: Undergraduate
- Language: English
- Subjects: Mathematics
- Source: [NPTEL](https://nptel.ac.in/courses/111106112)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/111106112)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Introduction to probability and Statistics](https://invisiblenetwork.ai/learn/nptel/111106112/9fc68888a785) (Video)
2. [Types of data](https://invisiblenetwork.ai/learn/nptel/111106112/ea14739f5443) (Video)
3. [Categorical data](https://invisiblenetwork.ai/learn/nptel/111106112/43ca9a5f2126) (Video)
4. [Describing categorical data](https://invisiblenetwork.ai/learn/nptel/111106112/de3e0a8e15c7) (Video)
5. [Describing Categorical data (continued)](https://invisiblenetwork.ai/learn/nptel/111106112/dec15b37c1a6) (Video)
6. [Describing numerical data](https://invisiblenetwork.ai/learn/nptel/111106112/e427561ed230) (Video)
7. [Describing numerical data (continued)](https://invisiblenetwork.ai/learn/nptel/111106112/05411ea1c574) (Video)
8. [Exercises, Association between categorical variables](https://invisiblenetwork.ai/learn/nptel/111106112/2a103666d9d4) (Video)
9. [Association between categorical variables (continued)](https://invisiblenetwork.ai/learn/nptel/111106112/fb42d5ddc383) (Video)
10. [Association between numerical variables](https://invisiblenetwork.ai/learn/nptel/111106112/9fd97eaf24b1) (Video)
11. [Association between numerical variables (continued)](https://invisiblenetwork.ai/learn/nptel/111106112/d553141417ac) (Video)
12. [Probability](https://invisiblenetwork.ai/learn/nptel/111106112/e0cc406df371) (Video)
13. [Rules of probability](https://invisiblenetwork.ai/learn/nptel/111106112/d8403a829f9b) (Video)
14. [Rules of Probability (continued)](https://invisiblenetwork.ai/learn/nptel/111106112/343fdf452f0d) (Video)
15. [Conditional Probability](https://invisiblenetwork.ai/learn/nptel/111106112/d24b3d057315) (Video)
16. [Random variables](https://invisiblenetwork.ai/learn/nptel/111106112/779711548168) (Video)
17. [Random variables - concepts and exercises](https://invisiblenetwork.ai/learn/nptel/111106112/53d19416a625) (Video)
18. [Association between Random variables](https://invisiblenetwork.ai/learn/nptel/111106112/83958548e86a) (Video)
19. [Binomial Distribution](https://invisiblenetwork.ai/learn/nptel/111106112/a344047e0673) (Video)
20. [Normal distribution](https://invisiblenetwork.ai/learn/nptel/111106112/0d7f3e483140) (Video)
21. [Additional Examples](https://invisiblenetwork.ai/learn/nptel/111106112/7aa9d5583b53) (Video)
22. [Live Session 26-02-2021](https://invisiblenetwork.ai/learn/nptel/111106112/9fc68888a785-2) (Video)
23. [Live Session 13-02-2020](https://invisiblenetwork.ai/learn/nptel/111106112/ea14739f5443-2) (Video)