- Probability and Counting
- Story Proofs, Axioms of Probability
- Birthday Problem, Properties of Probability
- Conditional Probability
- Law of Total Probability
- Monty Hall, Simpson's Paradox
- Gambler's Ruin and Random Variables
- Random Variables and Their Distributions
- Expectation, Indicator Random Variables, Linearity
- The Poisson distribution
- Discrete vs. Continuous, the Uniform
- Normal distribution
- Location, Scale, and LOTUS
- Exponential Distribution
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