mathematical-tours/mathematical-tours.github.io

Companion webpage to the book "Mathematics For Machine Learning"

Numerical Tours of Signal Processing

Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.

📝 An awesome Data Science repository to learn and apply for real world problems.

🧮 A collection of resources to learn mathematics for machine learning

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

This is a list of links to different freely available learning resources about computer programming, math, and science.

Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.

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