fast.ai — Practical Deep Learning
The most acclaimed free ML course in the world. Taught top-down with real code from day one. Used by engineers now at OpenAI, Google DeepMind, and top labs.
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Public VaultArtificial Intelligence
Learn Machine Learning for Free
From zero to building real models — the best free courses, datasets, and hands-on platforms used by ML engineers at Google, Meta, and top startups.
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Google Machine Learning Crash Course
Google's own free ML course with video lectures, interactive exercises, and real TensorFlow examples. Structured for beginners with zero ML background.
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Kaggle Learn
Free micro-courses in Python, ML, deep learning, SQL, and data visualization — with hands-on notebooks you run in the browser. No setup required.
machine-learningdata-science
DeepLearning.AI Short Courses
Andrew Ng's free short courses on LLMs, prompt engineering, RAG, fine-tuning, and more. The most up-to-date practical AI curriculum available.
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Hugging Face NLP Course
The definitive free course for working with transformers, LLMs, and modern NLP. Uses the Hugging Face ecosystem — the industry standard for AI development.
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3Blue1Brown — Neural Networks Series
Visually stunning animated explanations of how neural networks and backpropagation actually work. Builds deep intuition before you touch any code.
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Stanford CS229 — Machine Learning
Stanford's legendary ML course taught by Andrew Ng — full lecture notes, problem sets, and videos available free online. The gold standard ML curriculum.
machine-learningdata-science
StatQuest with Josh Starmer
Complex ML and statistics concepts broken down with simple, visual explanations and real examples. Exceptional for building the math intuition behind ML.
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