## Resources on Prob-Stats 1

You can begin on getting the basic ideas of Probability, expectation, random variables and probability distributions.

1. [Stats 110 by Harvard](https://www.youtube.com/playlist?list=PL2SOU6wwxB0uwwH80KTQ6ht66KWxbzTIo)
2. [Goodfellow Chapter 3](https://github.com/janishar/mit-deep-learning-book-pdf/blob/master/chapter-wise-pdf/%5B7%5Dpart-1-chapter-3.pdf) till 3.11
3. [CS229 Notes on Probability](https://cs229.stanford.edu/lectures-spring2022/cs229-probability_review.pdf)
4. [Hypothesis Testing - I](https://ocw.mit.edu/courses/18-05-introduction-to-probability-and-statistics-spring-2022/mit18_05_s22_lec17.pdf)
5. [Hypothesis testing - II](https://ocw.mit.edu/courses/18-05-introduction-to-probability-and-statistics-spring-2022/mit18_05_s22_lec18.pdf)

Stats 110, Goodfellow and CS229 contains the basics of Probability theory. You should try to get an understanding of the concept of Expectation and Distributions before coming to the lecture, so familiarising yourself with the first 3 links would help a lot.

Some questions are attached here for futher practice.

1. [Stats 110 - Set 4](https://projects.iq.harvard.edu/sites/projects.iq.harvard.edu/files/stat110/files/strategic_practice_and_homework_4.pdf) Q2-2 and Q2-3
2. [Stats 110 - Set 5](https://projects.iq.harvard.edu/sites/projects.iq.harvard.edu/files/stat110/files/strategic_practice_and_homework_5.pdf) Q1-2
3. [Stats 110 - Set 6](https://projects.iq.harvard.edu/sites/projects.iq.harvard.edu/files/stat110/files/strategic_practice_and_homework_6.pdf) Q1-4
4. [Stats 110 - Set 7](https://projects.iq.harvard.edu/sites/projects.iq.harvard.edu/files/stat110/files/strategic_practice_and_homework_7.pdf) Q1-1 and Q1-4
5. [Stats 110 - Set 8](https://projects.iq.harvard.edu/sites/projects.iq.harvard.edu/files/stat110/files/strategic_practice_and_homework_8.pdf) Q1-1 to Q1-3