Machine-Learning-Tokyo/AI_Curriculum resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

2562 stars · 392 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated collection of links to open university lecture series on deep learning and reinforcement learning from Stanford, MIT, UC Berkeley, and Cornell. It is a learning resource index rather than software, pointing to YouTube playlists, course websites, and GitHub notebooks.

Use cases

• find free deep learning lectures from top universities
• learn reinforcement learning from Berkeley CS285 videos
• self-study curriculum for machine learning
• find Stanford CS231n and CS224n course materials
• learn NLP with deep learning from lecture videos
• get started with deep learning as a beginner

When to choose

• you want a curated index of high-quality university courses on deep learning and RL
• you prefer video lectures and course notebooks for self-study
• you want free academic material instead of paid bootcamps

When to avoid

• you need runnable software, a library, or a framework
• you want interactive exercises with grading or certificates
• you need up-to-date course content, as the latest listed material is from 2021

Facets

learning-resource · maturity maintenance

machine-learning deep-learning reinforcement-learning nlp computer-vision machine-learning deep-learning tutorials education artificial-intelligence cross-platform curated-list university-lectures awesome-list video-lectures curriculum

Member repositories

For agents

markdown · JSON · MCP: product_card(name="Machine-Learning-Tokyo/AI_Curriculum")