List of resources & possible pathway for the Math of Machine Learning and AI.
Language model alignment-focused deep learning curriculum
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Being a high schooler myself and having studied Machine Learning and Artificial Intelligence for a year now, I believe that there fails to exist a learning path in this field for High School students. This is my attempt at creating one.
Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. First posted in 2016, maintained as of 2022. Pull requests welcome!
Materials for Mathematical Tools for Neuroscience course at Harvard (Neurobio 212)
🧮 A collection of resources to learn mathematics for machine learning
A machine learning course using Python, Jupyter Notebooks, and OpenML
The Ultimate FREE Machine Learning Study Plan