Princeton astro grad seminar on statistical methods
MIT License
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
Material for Data analysis and machine learning in Jupyter
Exercise material for the AlgoSB machine learning winter school in Marseille (France) 2021
Geospatial Data Analysis with Python Workshop, GradQuant 2018S
⛔️ DEPRECATED — Exercises and solutions to accompany my Safari course introducing TensorFlow.
Mini-course at Princeton on High Performance Python
Machine learning lessons and teaching projects designed for engineers
Materials for the Advanced Data Analysis Techniques with Apache Spark mini-course
An introduction to netcdf files in R, python, and matlab
A short tutorial for data scientists on how to write tests for code + data.
One hour interactive training for ML with scikit-learn
Materials for StanCon 2018 intro class
Materials for the "Advanced Scikit-learn" class in the afternoon
Course over intermediate Python