Course materials: https://github.com/rmcelreath/stat_re...

Intro video:    • How to calculate pi by throwing sausa...  
Intro music:    • 70s Japanese Jazz Mix Vol.2 (Jazzfun...  

Outline
00:00 Introduction
13:08 King Markov
18:14 MCMC
28:00 Hamiltonian Monte Carlo
39:32 Pause
40:06 New Jersey Wine
40:50 MCMC diagnostics
1:04:01 Judges and IRT
1:14:10 Summary and outlook