Beginner · ~20 hrs · 5 steps
Use AI productively
Integrate AI into your daily work — no coding required. Professionals, students and curious beginners who want to get real work done with AI tools rather than build them.
Learn AI
Pick a direction. Each path is a free, curated sequence — no fluff, no paywall — that takes you from where you are to genuinely capable.
Choose your path
3 paths · beginner to advanced
Intermediate · ~60 hrs · 5 steps
Build AI applications
Ship products on AI APIs, fine-tuning and RAG. Developers comfortable with Python who want to build and deploy AI-powered features and products.
Advanced · ~120 hrs · 5 steps
Research AI systems
Understand, replicate and advance the state of the art. Engineers and researchers who want to read papers fluently, reimplement methods, and contribute at the frontier.
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The one story that matters, 5 headlines and the paper everyone's citing — every Tuesday, free.
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