This is an introduction to Bayesian statistics using Python.
It is based on Chapters 5 and 8 of my book, Think Stats (O'Reilly Media). And on the forthcoming book Think Bayes. And also on some of the examples I have presented in by blog, Probably Overthinking It.
I presented a tutorial on this topic at PyCon 2012. I will be presenting a revised and updated version of this tutorial at PyCon 2013.
In October 2012, I presented this webcast with O'Reilly Media.