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 ;)

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

Data Science Using Python

Sample iPython notebook with soccer predictions

ADE20K Dataset

A complete catalog of all the players in Fifa 18 and their complete statistics.

Tracking Snooker balls with Python