MLVU 5.1: Introduction to probability
Channel: MLVU
Date: 2021-02-13

In this video, we review the basics of probability theory: subjective and objective probability. Sample spaces, event spaces, probability functions and random variables. Joint, marginal and conditional probability. Independence, conditional independence, and Bayes rule.

slides: https://mlvu.github.io/lectures/31.ProbabilisticModels1.annotated.pdf
lecturer: Peter Bloem