Slides

Slide decks for each topic. Each deck opens as a self-contained Reveal.js presentation. Use the arrow keys or on-screen controls to navigate. Press f for full screen and ? for a full list of keyboard shortcuts.

Foundations

Introduction to Bayesian Inference

Bayes’ Rule and the Bernoulli Model

Inference in the Bernoulli Model

Bayesian Regression

Introduction to MCMC

Bayesian Linear Regression

Priors and Model Comparison

Extensions

Beyond Normal Linear Models

Bayesian Generalised Linear Models

Bayesian Mixed Effects Models