Model-Based Clustering MethodsIntroduces model-based clustering methods using mixture models and latent variables, with practical examples on iris data.
Binomial DistributionsCovers the normal distribution, inferential statistics, probability, and the binomial distribution in the context of the 'Dishonest Gambler Problem'.
Probability and StatisticsIntroduces probability, statistics, distributions, inference, likelihood, and combinatorics for studying random events and network modeling.
