This file explains the following topics: Representativeness in reasoning, a reasoning fallacy, predictive versus inductive reasoning, Bayes’ rule, Cox axioms, probability as propositional logic with uncertainty, Bayesian inference, a more useful form of Bayes, hypotheses in coin flipping, representing generative models, models with latent structures, Bayes’ rule in odds form, and the role of theories.