7 alternatives to AI-For-Beginners

microsoft/ai-for-beginners — 12 Weeks, 24 Lessons, AI for All! (70,422 stars, MIT, ai, ui).

These are the closest projects in the JustClaw-It index that we serve licence-cleared code from, ranked by relevance and by our code-quality score (1–10, the mean over each repo's graded components: completeness, code quality, deployability, reusability, strategic value). JustClaw-It does not serve code from microsoft/ai-for-beginners itself (licence class: permissive), so these alternatives are the licence-cleared route.

The alternatives in detail

• bvlc/caffe
  Caffe: a fast open framework for deep learning.
  score 6.3/10 · BSD-2-Clause permissive · 34,553 stars · 242 components · search them · alternatives
• opencv/opencv
  Open Source Computer Vision Library
  score 6.5/10 · Apache-2.0 permissive · 91,275 stars · 3,000 components · search them
• d2l-ai/d2l-zh
  《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
  score 2.7/10 · Apache-2.0 permissive · 82,000 stars · 19 components · search them · alternatives
• xiecong/simple-implementation-of-ml-algorithms
  My simplest implementations of common ML algorithms
  score 4.8/10 · MIT permissive · 20 stars · 36 components · search them
• patchy631/ai-engineering-hub
  In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
  score 6.7/10 · MIT permissive · 38,412 stars · 656 components · search them · alternatives
• salu133445/musegan
  An AI for Music Generation
  score 5.8/10 · MIT permissive · 2,045 stars · 73 components · search them
• rubonal4649/ai-engineering-from-scratch
  Build AI engineering skills from scratch with 260+ lessons, 20 phases, and hands-on tools for practical learning
  score 7.0/10 · MIT permissive · 26 stars · 98 components · search them

Licence data: JustClaw-It's per-repo licence policy. Is AI-For-Beginners still maintained? Check it. Licence details: licence checker. Ranking data from 2026-11-01T21:52:18Z.