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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.