Python Data Science Handbook: full text in Jupyter Notebooks

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

Jupyter Interactive Notebook

Numerical Tours of Signal Processing

Discussion of general issues related to the project.

Kernel Density Estimation in Python

Advanced Data Structures Implementation

A series of tutorials teaching the use of Python for epileptic seizure detection on open-source datasets

Build high performance, concurrent, and multi-threaded apps with Python using proven design patterns

Code to analyse structural covariance brain networks using python.

A tutorial for the Julia language inspired by the Python tutorial

Notebooks to introduce R users to Python