I have recently read through this excellent blog post by Jake Vanderplas at University of Washington and found it very informative. It provides a useful overview of the philosophical differences between Bayesian and frequentist statistics along with a practical guide to implementation in python.
http://jakevdp.github.io/blog/2014/03/11/frequentism-and-bayesianism-a-practical-intro/