microsoft/AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

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This curriculum helps anyone understand Artificial Intelligence (AI) concepts and build AI models. Over 12 weeks, it provides practical lessons, quizzes, and labs to teach you about various AI approaches, including neural networks, deep learning with TensorFlow and PyTorch, and ethical considerations. It's designed for students, educators, and self-learners who want to grasp the fundamentals of AI.

46,024 stars. Actively maintained with 1 commit in the last 30 days.

Use this if you are a beginner looking for a structured, comprehensive introduction to Artificial Intelligence from foundational concepts to practical application.

Not ideal if you are looking for advanced, state-of-the-art AI research, specific business case studies for AI, or classic machine learning topics.

AI education Technical skill development Machine learning fundamentals Deep learning Computer science education
No Package No Dependents
Maintenance 13 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 25 / 25

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Stars

46,024

Forks

9,405

Language

Jupyter Notebook

License

MIT

Last pushed

Mar 04, 2026

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