The fastai book, published as Jupyter Notebooks

dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.

A game theoretic approach to explain the output of any machine learning model.

Python Data Science Handbook: full text in Jupyter Notebooks

The "Python Machine Learning (1st edition)" book code repository and info resource

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 ;)