I came across this series of YouTube videos by Aubrey Clayton on Bayesian Inference (based on Ed Jaynes' book, 'Probability Theory: The Logic of Science') that I thought explained the fundamental ideas extraordinarly well but judging by the viewing figures, are not widely known.