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Errata

• Typo in law of total probability: In an old version of the Conditional Probability handout, I had accidentally wrote the law of total probability as defining P(E|F). I meant to write that it defines P(E)

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Probability for Computer Scientists

From Counting to Deep Learning

1. Counting

2. Probability

3. Conditional Probability

4. Random Variables

5. Discrete Distributions

6. Continuous Distributions

7. Multivariate

8. Probability as a Variable

9. Sampling

10. Central Theorems

11. Parameter Estimation

12. Machine Learning