Editor's top Machine Learning courses
2Machine Learning Specialization
Coursera · Andrew Ng / DeepLearning.AI · ~3 months (10 hrs/week)
Andrew Ng's updated ML course — the most enrolled ML course in history. Audit free. Covers supervised, unsupervised, and deep learning with Python. The best structured start for ML.
Access freePractical Deep Learning for Coders
fast.ai · ~7 weeks
Top-down, practical approach — you build a working image classifier in lesson one. Jeremy Howard's teaching philosophy: get something working first, then understand the theory. Completely free.
Access freeMachine Learning Courses for Beginners
1Machine Learning Specialization
Coursera · Andrew Ng / DeepLearning.AI · ~3 months (10 hrs/week)
Andrew Ng's updated ML course — the most enrolled ML course in history. Audit free. Covers supervised, unsupervised, and deep learning with Python. The best structured start for ML.
Access freeIntermediate & Advanced Machine Learning Courses
3Practical Deep Learning for Coders
fast.ai · ~7 weeks
Top-down, practical approach — you build a working image classifier in lesson one. Jeremy Howard's teaching philosophy: get something working first, then understand the theory. Completely free.
Access freeMIT 6.S191: Introduction to Deep Learning
MIT / YouTube · ~2 weeks intensive
MIT's compressed deep learning course — covers CNNs, RNNs, transformers, and reinforcement learning in dense lectures with TensorFlow labs. Updated annually.
Access freeTensorFlow Developer Certificate Bootcamp
Zero to Mastery · Daniel Bourke · ~60 hrs
Practical TensorFlow course built around the Google TensorFlow Developer Certificate exam. Covers regression, classification, CNNs, NLP, and time series with real-world projects.
Access freeMachine Learning resources
3 free courses
Free access options — some may have optional paid upgrades.
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