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microsoft / ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Jupyter Notebook 78,689 18,179 Updated Oct 24, 2025

rasbt / LLMs-from-scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Jupyter Notebook 78,050 11,523 Updated Nov 6, 2025

openai / openai-cookbook

Examples and guides for using the OpenAI API

Jupyter Notebook 69,056 11,546 Updated Nov 5, 2025

microsoft / ai-agents-for-beginners

12 Lessons to Get Started Building AI Agents

Jupyter Notebook 43,984 14,849 Updated Nov 7, 2025

microsoft / AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

Jupyter Notebook 43,607 8,583 Updated Oct 29, 2025

microsoft / Data-Science-For-Beginners

10 Weeks, 20 Lessons, Data Science for All!

Jupyter Notebook 31,253 6,581 Updated Oct 27, 2025

anthropics / courses

Anthropic's educational courses

Jupyter Notebook 17,516 1,638 Updated Oct 24, 2025

dafriedman97 / mlbook

Repository for the free online book Machine Learning from Scratch (link below!)

Jupyter Notebook 1,282 225 Updated Aug 30, 2023

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