List of resources & possible pathway for the Math of Machine Learning and AI.
A machine learning course using Python, Jupyter Notebooks, and OpenML
:computer: Learn to make machines learn so that you don't have to struggle to program them; The ultimate list
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier
The Ultimate FREE Machine Learning Study Plan
A repo for the pre-course work at home exercises
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
Materials for Mathematical Tools for Neuroscience course at Harvard (Neurobio 212)