Tutorial at the virtual 2020 Machine Learning Summer School (MLSS2020).

Bayesian Learning Tutorial

A tutorial in 4 parts as an introduction to Bayesian Machine Learning: Bayesian Basics, Bayesian Computation, Bayesian Approximation, Bayesian Futures.

Slides: Here (pdf)

Videos: Part 1 and Part 2