Books

List of Data Science Cheatsheets to rule the world

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

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 ;)

Python Data Science Handbook: full text in Jupyter Notebooks

Curated list of project-based tutorials

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Code for Machine Learning for Algorithmic Trading, 2nd edition.

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

Repository to store sample python programs for python learning

Statsmodels: statistical modeling and econometrics in Python

Collection of notebooks about quantitative finance, with interactive python code.

A curated list of practical financial machine learning tools and applications.