GStars
    microsoft

    microsoft/AI-For-Beginners

    12 Weeks, 24 Lessons, AI for All!

    ai
    deep-learning
    computer-vision
    machine-learning
    nlp
    artificial-intelligence
    cnn
    gan
    microsoft-for-beginners
    rnn
    Jupyter Notebook
    MIT
    70.6K stars
    13.7K forks
    660 GitHub watchers
    Updated Nov 7, 2026
    View on GitHub

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    The project lists 93 contributors on GitHub.

    Peaked at #1 in the weekly ranking the week of Jul 26, its best in the past year.

    Use Cases & Benefits

    • Provides a 12-week, 24-lesson beginner-friendly AI curriculum with practical Jupyter notebooks, quizzes, and labs covering symbolic AI, neural networks, computer vision, NLP, and ethics.
    • Offers multi-framework (TensorFlow, PyTorch) hands-on lessons with automated multi-language support, enabling accessible and comprehensive AI learning for diverse audiences.
    • Use for educators seeking a structured, ready-to-use AI course with setup guides and community support for teaching foundational AI concepts.
    • Use for self-learners aiming to build practical skills in modern AI techniques including deep learning, GANs, transformers, and reinforcement learning.
    • Use for developers interested in exploring AI ethics and responsible AI principles alongside technical AI implementations in an integrated curriculum.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    MIT

    Permissive: commercial use, modification and redistribution are allowed with attribution.

    Community files

    • README: present
    • Contributing guide: present
    • Code of conduct: present

    Watch-outs

    • No GitHub releases; pin a commit or tag instead of a release.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    Explore the world of Artificial Intelligence (AI) with our 12-week, 24-lesson curriculum! It includes practical lessons, quizzes, and labs. The curriculum is beginner-friendly and covers tools like TensorFlow and PyTorch, as well as ethics in AI

    Excerpt from the microsoft/AI-For-Beginners README on GitHub (MIT license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Aug 10: +434Aug 11: +106Aug 18: +222Aug 19: +263Aug 20: +221Aug 27: +222Aug 28: +181Aug 29: +136

    +6,673 stars over 90 days across 16 snapshot days; best day +434 on Aug 10.

    Forks

    13.7K+1.4K

    Open issues

    7-20

    Compared with peers in AI

    Fastest-growing repositories GStars tracks in this cohort for the week of Nov 8, by 7-day star growth

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