- – Mixture of Categoricals and Latent Dirichlet Allocation (LDA)
- – Posterior Predictive Distribution for the Dirichlet-Categorical Model (Bag of Words)
- – Maximum Likelihood for the Multinomial Distribution (Bag of Words)
- – Dirichlet-Categorical Model
- – Beta Distribution and the Beta-Bernoulli Model
- – The Gaussian Distribution - Basic Properties