neonwatty/machine-learning-refined

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

ML algorithms implemented and derived from first-principles in Jupyter Notebooks and NumPy

Code / solutions for Mathematics for Machine Learning (MML Book)

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

🧮 A collection of resources to learn mathematics for machine learning

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Open Machine Learning course

Companion webpage to the book "Mathematics For Machine Learning"

All notes and materials for the CS229: Machine Learning course by Stanford University