Python Data Science Handbook: full text in Jupyter Notebooks

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

Data and code behind the articles and graphics at FiveThirtyEight

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

A collection of IPython notebooks covering various topics.

Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.

时间序列分析教程

Jupyter Notebooks derived from Allen Downey's book Think Bayes.