Bayesian Statistics: A Step-by-step Introduction

Introduction to Bayesian Analysis in Python

Conditional probability with Bayes' Theorem

PAC-Bayesian Machine Learning: Learning by Optimizing a Performance Guarantee

Probabilistic Backpropagation for Scalable Learning of Bayesian Neural Networks

Lecture 10 - Neural Networks

Bayesian Inference of Grammars

Inference | Definition & Examples

Bayesian Inference