Python-for-Probability-Statistics-and-Machine-Learning

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Python Data Science Handbook: full text in Jupyter Notebooks

《The Way to Go》中文译本，中文正式名《Go 入门指南》

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.

Learn and understand Docker&Container technologies, with real DevOps practice!

《机器学习》（西瓜书）公式详解

? Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

The fastai book, published as Jupyter Notebooks

List of Golang books