Covers Markov processes, transition densities, and distribution conditional on information, discussing classification of states and stationary distributions.
Covers topic models, focusing on Latent Dirichlet Allocation, clustering, GMMs, Dirichlet distribution, LDA learning, and applications in digital humanities.