5 courses
Courses
Curated open-access YouTube lecture series. Each course has editor-written study notes, a self-assessment quiz, and progress tracking that stays in your browser. No login, no database, no account.
CS25 · Stanford University · 2023
Transformers United
A guest-speaker seminar on the transformer architecture and its application across language, vision, biology, and reasoning.
CS229 · Stanford University · 2018
Machine Learning
Andrew Ng's classic Stanford course — the version of "introduction to ML" that a generation of practitioners learned from.
6.S191 · MIT · 2024
Introduction to Deep Learning
MIT's annual one-week boot camp on deep learning — fast, modern, and pitched at people who want to be hands-on with the code in week two.
CS231n · Stanford University · 2017
Convolutional Neural Networks for Visual Recognition
The canonical course on convolutional networks — what most working vision researchers learned the field from.
RL · DeepMind × UCL · 2021
Reinforcement Learning Lecture Series
A graduate-level reinforcement-learning series from DeepMind researchers, building from MDPs to modern deep RL.
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Textbook of Usability · Textbook of Digital Health
Auckland Maths and Science Tutoring
AI tools used: Claude (research, coding, text), ChatGPT (diagrams, images), Grammarly (editing).