Here you can find my favorite learning material in research areas that are of my interest that you might find interesting and useful:

Bayesian Inference by Shakir Mohamed - Video, Slides from MLSS 2020

Statistical rethinking book by Richard McElreath

Intro to program synthesis by Armando Solar-Lezama

Probabilistic models of cognition by Noah Goodman, Josh Tenenbaum, and The ProbMods Contributors

A Visual Exploration of Gaussian Processes by Jochen Görtler, Rebecca Kehlbeck and Oliver Deussen

Brief Introduction to Probabilistic Programming by Martin Jankowiak