Below are slides from Summer 2022 for STA23: Probability, Statistics, and Data Analysis I at the University of Toronto.
- Lecture 1: Outcomes, events, and probability
- Lecture 2: Conditional probability and independence
- Lecture 3: Discrete random variables
- Lecture 4: Continuous random variables
- Lecture 5: Expectation and variance
- Lecture 6: Variable transformation
- Lecture 7: Joint distribution
- Lecture 8: Covariance and correlation
- Lecture 9: Computation with random variables
- Lecture 10: Law of large numbers
- Lecture 11: Central limit theorem