Main Author: Cam Davidson-Pilon Link: https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers 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.
Author: Donne Martin Link: https://github.com/donnemartin/data-science-ipython-notebooks 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.