Slides presenting background on Bayesian statistics and MCMC with demonstrations in RevBayes. Several slides are modified from Paul Lewis's lecture on Bayesian phylogenetics from the Workshop on Molecular Evolution (https://molevolworkshop.github.io/faculty-lewis/).