Extra Lecture - Naive Bayes and Bayesian Networks

The simplest kind of Bayesian model, Naive Bayes, naively assumes that the input variables are conditionally independent from each other. Bayesian Networks model these dependencies explicitly to give better predictions and help us understand them better.