CS109
Course Resources
Syllabus
Schedule
Honor Code
Office Hours
Course Reader
Python Review
Latex Cheat Sheet
Lecture Videos
AIWG Student Guide
Midterm 1
Challenge
Problem Sets
1. Core Probability
2. Discrete Random Variables
3. Continuous Random Variables
4. Probabilistic Models
5. Uncertainty Theory
Lecture
1. Welcome
2. Conditioning and Bayes
3. Independence
4. Counting
5. Binomial
6. Moments
7. Poisson
8. Continuous
9. Gaussian
10. Probabilistic Models
11. Inference
12. General Inference
13. Multinomial
14. Beta
15. Central Limit Theorem
16. Sampling & Bootstrapping
17. Algorithm Analysis
18. Information Theory
19. Maximum Likelihood Estimation
Schedule
Quiz 3: Parameter Estimation and Machine Learning
Mar 17th to Mar 19th, 2021
The Quiz 3 PDF file has your exam! You can optionally use the latex file. Make sure to submit
before
4:59am on Saturday March 20th, which is Friday, March 19th at 11:59pm AOE.
Quiz Materials
Quiz PDF
Solution
Latex (optional)
(optional) HTML