Machine Learning Road
A curated collection of machine learning and agentic AI courses, books and research resources for self-study, spanning classic ML, deep learning, NLP and computer vision.
Machine Learning Road lists university and platform courses with links to their Coursera, Bilibili and YouTube recordings, including Andrew Ng's Machine Learning and Deep Learning Specialization courses, National Taiwan University's Machine Learning Foundations and Techniques, Stanford's CS231n course on convolutional neural networks for visual recognition and CS224n course on natural language processing with deep learning, and Oxford's Deep Learning for Natural Language Processing.
The material states that the resources are for educational purposes only, not for commercial use, and that content will be removed at a rights holder's request.
It is written in Python and licensed under MIT.