Python Data Science Handbook: full text in Jupyter Notebooks

This is a repo with links to everything you'd ever want to learn about data engineering

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here 👇🏼

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 ;)

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

Recipes for using Python's pandas library

The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"

🤖⚡ 50 scikit-learn tips

A comprehensive exploration of Statistics and Probability Theory concepts, with practical implementations in Python

Methods of data exploration and visualization using Python.