# Statistics 20 - Fall 2011

- Institution: University of California, Berkeley
- Teacher: Deborah NOLAN
- Year: 2011
- Level: Undergraduate
- Language: English
- Subjects: Mathematics
- Source: [Internet Archive](https://archive.org/details/ucberkeley_webcast_itunesu_462290994)
- Licence: [CC BY-NC-ND 3.0](http://creativecommons.org/licenses/by-nc-nd/3.0/) (Non-commercial use only, and no changed versions.)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

Relative frequencies, discrete probability, random variables, expectation. Testing hypotheses. Estimation. Illustrations from various fields.

Introduction to Probability and Statistics

## Lectures

1. [Lecture 2: First 16 minutes of lecture not available](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c), 56 min (Audio)
2. [Lecture 3](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-2), 1 h 17 min (Audio)
3. [Lecture 4](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-3), 1 h 20 min (Audio)
4. [Lecture 5](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-4), 1 h 17 min (Audio)
5. [Lecture 6](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-5), 1 h 10 min (Audio)
6. [Lecture 7](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-6), 1 h 8 min (Audio)
7. [Lecture 8](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-7), 1 h 20 min (Audio)
8. [Lecture 9: No visuals for first 25 minutes](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-8), 1 h 13 min (Audio)
9. [Lecture 10](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-9), 1 h 21 min (Audio)
10. [Lecture 11](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-10), 1 h 6 min (Audio)
11. [Lecture 12: Audio only, small break in middle of lecture](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-11), 1 h 21 min (Audio)
12. [Lecture 13: audio only available](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-12), 1 h 8 min (Audio)
13. [Lecture 14](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-13), 1 h 13 min (Audio)
14. [Lecture 15](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-14), 1 h 8 min (Audio)
15. [Lecture 16](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-15), 1 h 5 min (Audio)
16. [Lecture 17](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-16), 1 h 12 min (Audio)
17. [Lecture 18](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-17), 1 h 18 min (Audio)
18. [Lecture 19](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-18), 1 h 14 min (Audio)
19. [Lecture 20](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-19), 1 h 7 min (Audio)
20. [Lecture 21](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-20), 1 h 6 min (Audio)
21. [Lecture 22](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-21), 1 h 11 min (Audio)
22. [Lecture 23](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-22), 1 h 7 min (Audio)
23. [Lecture 24](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-23), 1 h 3 min (Audio)
24. [Lecture 25](https://invisiblenetwork.ai/learn/ia/ucberkeley_webcast_itunesu_462290994/1eb5ac76963c-24), 54 min (Audio)