All the code examples I use in my videos

Cheatsheet for the JavaScript knowledge you will frequently encounter in modern projects.

Model to predict American football scores based on previous scores. An objective model created by a human who believes that it is impossible for humans to be objective.

scikit-learn: machine learning in Python

An Open Source Machine Learning Framework for Everyone

Open Source Computer Vision Library

The Database Toolkit for Python

matplotlib: plotting with Python

BAyesian Model-Building Interface (Bambi) in Python.

Educational resources

Regression and other stories R examples

The fundamental package for scientific computing with Python.

Python code for working with NFL play by play data.

Model created for FiveThirtyEight Forecast Competition

Model for NFL Weekly Picks Against Spread

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

Text and supporting code for Think Stats, 2nd Edition