This is the material (slides + notebook) used to give the MCMC class in Hogg's Computational Data Analytics class at Flatiron CCA on 3/29. Most of the material in the notebook follows the notation and structure of this paper:
https://arxiv.org/abs/1710.06068
Lecture recording here: