microsoft/ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
What it does
Microsoft's ML-For-Beginners is a free, structured 12-week online course that teaches the fundamentals of machine learning — the technology that enables computers to learn patterns from data and make predictions — through 26 lessons and 52 quizzes. The course is available in dozens of languages and requires no prior coding experience beyond the basics, making it accessible to a global audience.
Why it matters for PMs
With 83,000+ stars and nearly 20,000 forks, this is one of the most popular AI education resources on the internet, signaling massive demand for accessible machine learning training that doesn't require a computer science degree. For PMs and founders, this represents both a talent pipeline opportunity — more people understanding ML means larger pools of informed collaborators and customers — and a benchmark for how companies can build brand trust and community by investing in open education.
Early stage — limited signal data
Score updated Feb 18, 2026
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