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Lecture Materials

Learning Goals

Understand and use a joint distribution to solve probability problems for discrete probabilistic models. Use a guassian to approximate a binomial. Use a multinomial to understand text.

Reading

Joint Probability, Multinomial, Federalist Papers.
Optional, but awesome: Fairness in AI, Bridge Distribution.