Bayesian Methods for Hackers

Main Author: Cam Davidson-Pilon Link: Description: The most hands-on and practical coverage of Bayesian Inference I have been exposed to.   It is both a GitHub collection of iPython notebooks and a real living, breathing book.

Data Science iPython Notebooks by Donne Martin

Author:  Donne Martin Link: Description:  This is one of the best collection of iPython notebooks.  I obsessively went through all of them when I decided I was going to leave teaching and pursue a Data Science career.  I found a lot of value in these notebooks.  Thank You, Donne.