ml-road

Why we included this project

Newcomers and veterans alike will find this collection useful: it gathers university courses from Coursera, Stanford, CMU, NYU, and NTU, each with working links on YouTube, Bilibili, and course homepages, so you can learn at your own pace and in your preferred language. Beyond the lectures, the list adds classic textbooks and research papers on vision, NLP, and deep learning, letting you follow a subject from an introductory class down to the math behind it. The maintainer has also included newer agentic AI material, which keeps the resource current as the field moves. It is a study roadmap rather than software you install, and it will save you a lot of searching when you want to know which course actually covers what.