# Introduction to Statistics

- Institution: IIT Hyderabad
- Department: Mathematics
- Teacher: Prof. Sameen Naqvi
- Level: Undergraduate
- Language: English
- Subjects: Mathematics
- Source: [NPTEL](https://nptel.ac.in/courses/111106415)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/111106415)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Types of variables](https://invisiblenetwork.ai/learn/nptel/111106415/7755ee162c8e) (Video)
2. [Types of studies](https://invisiblenetwork.ai/learn/nptel/111106415/0f9c28fdf781) (Video)
3. [Types of sampling strategies](https://invisiblenetwork.ai/learn/nptel/111106415/eeabfed0f8a7) (Video)
4. [Python Session 1](https://invisiblenetwork.ai/learn/nptel/111106415/ad787498850b) (Video)
5. [Python Session 2](https://invisiblenetwork.ai/learn/nptel/111106415/186fcd733bab) (Video)
6. ["Summary measures of categorical and numerical variables"](https://invisiblenetwork.ai/learn/nptel/111106415/a76f32e746e5) (Video)
7. [Measures of Dispersion](https://invisiblenetwork.ai/learn/nptel/111106415/bf5abe73b65f) (Video)
8. [Measures of Skewness](https://invisiblenetwork.ai/learn/nptel/111106415/5e5e5b1b6f70) (Video)
9. [Python Session 3](https://invisiblenetwork.ai/learn/nptel/111106415/36454e85d0bd) (Video)
10. [Python Session 4](https://invisiblenetwork.ai/learn/nptel/111106415/589c1ec893d4) (Video)
11. [Visualizing categorical and numerical data](https://invisiblenetwork.ai/learn/nptel/111106415/0dba15bac8f6) (Video)
12. [Visualizing numerical data](https://invisiblenetwork.ai/learn/nptel/111106415/57ba331ad989) (Video)
13. [Python Session 5](https://invisiblenetwork.ai/learn/nptel/111106415/0ec38fe21fcf) (Video)
14. [Python Session 6](https://invisiblenetwork.ai/learn/nptel/111106415/fd63b3faa070) (Video)
15. [Python Session 7](https://invisiblenetwork.ai/learn/nptel/111106415/ba8e8130db05) (Video)
16. [Sampling distribution of sample mean](https://invisiblenetwork.ai/learn/nptel/111106415/e0c4876c30a2) (Video)
17. [Central Limit Theorem](https://invisiblenetwork.ai/learn/nptel/111106415/a847be0e3641) (Video)
18. ["Sampling distribution of sample variance and proportion"](https://invisiblenetwork.ai/learn/nptel/111106415/bee811de612d) (Video)
19. [Python Session 8](https://invisiblenetwork.ai/learn/nptel/111106415/67b5a36b3f45) (Video)
20. [Python Session 9](https://invisiblenetwork.ai/learn/nptel/111106415/d3e0f8fb7e00) (Video)
21. [Sampling distribution of difference of sample means - Part 1](https://invisiblenetwork.ai/learn/nptel/111106415/50ac832d33b7) (Video)
22. [Sampling distribution of difference of sample means - Part 2](https://invisiblenetwork.ai/learn/nptel/111106415/e4b2e1c999f2) (Video)
23. [Sampling distribution of ratio of sample variances and difference of sample proportions](https://invisiblenetwork.ai/learn/nptel/111106415/fefe55ef57c9) (Video)
24. [Python - Session 10](https://invisiblenetwork.ai/learn/nptel/111106415/126aaaaf41e8) (Video)
25. [Python - Session 11](https://invisiblenetwork.ai/learn/nptel/111106415/a9a72204468a) (Video)
26. [Point estimation - Part 1](https://invisiblenetwork.ai/learn/nptel/111106415/c019548079de) (Video)
27. [Point estimation - Part 2](https://invisiblenetwork.ai/learn/nptel/111106415/89acebfb2e29) (Video)
28. [Point estimation - Part 3](https://invisiblenetwork.ai/learn/nptel/111106415/3bbd97b34963) (Video)
29. [Python - Session 12](https://invisiblenetwork.ai/learn/nptel/111106415/5ae5685bc1cc) (Video)
30. [Python - Session 13](https://invisiblenetwork.ai/learn/nptel/111106415/90b65ede3e4c) (Video)
31. [Unbiased estimation](https://invisiblenetwork.ai/learn/nptel/111106415/a6a96c6e7d3c) (Video)
32. [EM algorithm - Part 1](https://invisiblenetwork.ai/learn/nptel/111106415/9c71b00e359c) (Video)
33. [EM algorithm - Part 2](https://invisiblenetwork.ai/learn/nptel/111106415/392199fdd7e4) (Video)
34. [Python - Session 14](https://invisiblenetwork.ai/learn/nptel/111106415/180125776a93) (Video)
35. [Python - Session 15](https://invisiblenetwork.ai/learn/nptel/111106415/8ac9d5f49218) (Video)
36. [Hypothesis Testing - Part 1](https://invisiblenetwork.ai/learn/nptel/111106415/0929b28d57a2) (Video)
37. [Hypothesis Testing - Part 2](https://invisiblenetwork.ai/learn/nptel/111106415/2b804cb9b207) (Video)
38. [Hypothesis Testing - Part 3](https://invisiblenetwork.ai/learn/nptel/111106415/895047c353d7) (Video)
39. [Python - Session 16](https://invisiblenetwork.ai/learn/nptel/111106415/d42a65b5cac5) (Video)
40. [Python - Session 17](https://invisiblenetwork.ai/learn/nptel/111106415/8e0433265a7b) (Video)
41. [Hypothesis Testing for two sample problem - Part 1](https://invisiblenetwork.ai/learn/nptel/111106415/2d2ff8c18c7a) (Video)
42. [Hypothesis Testing for two sample problem - Part 2](https://invisiblenetwork.ai/learn/nptel/111106415/b2d8c0f5602f) (Video)
43. [Hypothesis Testing for two sample problem - Part 3](https://invisiblenetwork.ai/learn/nptel/111106415/60cf0d400009) (Video)
44. [Python - Session 18](https://invisiblenetwork.ai/learn/nptel/111106415/126f9caccf98) (Video)
45. [Python - Session 19](https://invisiblenetwork.ai/learn/nptel/111106415/b297f67afc92) (Video)
46. [Bootstrap Hypothesis Testing - Part 1](https://invisiblenetwork.ai/learn/nptel/111106415/3d8161087274) (Video)
47. [Python - Session 20](https://invisiblenetwork.ai/learn/nptel/111106415/fddf52587381) (Video)
48. [Python - Session 21](https://invisiblenetwork.ai/learn/nptel/111106415/6ef6c65fcd40) (Video)
49. [Bootstrap Hypothesis Testing - Part 2](https://invisiblenetwork.ai/learn/nptel/111106415/256d422d696b) (Video)
50. [Python - Session 22](https://invisiblenetwork.ai/learn/nptel/111106415/af3f1153b40e) (Video)
51. [Confidence Interval Estimation - Part 1](https://invisiblenetwork.ai/learn/nptel/111106415/81f8be37d153) (Video)
52. [Confidence Interval Estimation - Part 2](https://invisiblenetwork.ai/learn/nptel/111106415/f39316ba3c82) (Video)
53. [Confidence Interval Estimation - Part 3](https://invisiblenetwork.ai/learn/nptel/111106415/fbef54e8e920) (Video)
54. [Python - Session 23](https://invisiblenetwork.ai/learn/nptel/111106415/d7db50ed967a) (Video)
55. [Python - Session 24](https://invisiblenetwork.ai/learn/nptel/111106415/08cd947ae09c) (Video)
56. [Confidence interval for two sample problem](https://invisiblenetwork.ai/learn/nptel/111106415/89f8db7c8ede) (Video)
57. [Python - Session 25](https://invisiblenetwork.ai/learn/nptel/111106415/0266e77c5991) (Video)
58. [Bootstrap Confidence Interval](https://invisiblenetwork.ai/learn/nptel/111106415/ca4cba87b1f8) (Video)
59. [Python - Session 26](https://invisiblenetwork.ai/learn/nptel/111106415/0aca57e4182f) (Video)
60. [Python - Session 27](https://invisiblenetwork.ai/learn/nptel/111106415/e65aa1d81cea) (Video)