If you’re struggling to understand Bayesian data analysis, here’s something to get you started. It’s a series of three videos made by Rasmus Bååth that provide a gentle introduction to both, the theoretical framework, and the computational implementation. Enjoy!
Part 1
Part 2
Part 3
For this one, you probably want to install Stan; if you’re using R, just run install.packages(rstanarm)