Continuous Random VariablesExplores continuous random variables, density functions, joint variables, independence, and conditional densities.
Latent Variable ModelsExplores latent variable models, EM algorithm, and Jensen's inequality in statistical modeling.
Testing: t-testsCovers t-tests, p-values calculation, and comparison of coefficients.
Bayesian Parameter EstimationCovers an example of Bayesian parameter estimation and the trade-off between bias and variance in supervised learning.