A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
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
Dive into Machine Learning with Python Jupyter notebook and scikit-learn!
Python Data Science Handbook: full text in Jupyter Notebooks
A neural network that transforms a design mock-up into a static website.