5 alternatives to ML-For-Beginners

microsoft/ml-for-beginners — 12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all (91,915 stars, MIT, ai, ui, integration).

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/ml-for-beginners itself (licence class: permissive), so these alternatives are the licence-cleared route.

The alternatives in detail

• tensorflow/tensorflow
  An Open Source Machine Learning Framework for Everyone
  score 6.7/10 · Apache-2.0 permissive · 201,270 stars · 3,000 components · search them · alternatives
• scikit-learn/scikit-learn
  scikit-learn: machine learning in Python
  score 4.5/10 · BSD-3-Clause permissive · 68,003 stars · 422 components · search them · alternatives
• dotnet/machinelearning-samples
  Samples for ML.NET, an open source and cross-platform machine learning framework for .NET.
  score 4.5/10 · MIT permissive · 4,685 stars · 349 components · search them
• aws/amazon-sagemaker-examples
  Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
  score 6.5/10 · Apache-2.0 permissive · 10,993 stars · 43 components · search them
• daddydrac/machine-learning-for-predictive-lead-scoring
  Predictive Lead Scoring does all the hard work for you by leveraging Machine Learning to provide your sales and marketing team with in-depth customer knowledge and ways to target the hottest and most qualified leads – re
  score 5.9/10 · Apache-2.0 permissive · 113 stars · 8 components · search them

Licence data: JustClaw-It's per-repo licence policy. Is ML-For-Beginners still maintained? Check it. Licence details: licence checker. Ranking data from 2026-11-04T22:41:13Z.