The study group is also going through this book:This is the textbook that will be used in my weekly ML study group. Lots to learn.
Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference.
A Student's Guide to Bayesian Statistics by Ben Lambert.
This morning, I ran across an online tool that he created to examine various distributions that will come in very handy. There are even tabs that include use cases and code examples in multiple languanges!
It's called The distribution zoo.