Build your free machine learning for free path
Pick your goal, your starting level, and how much time you have. We put the best free courses in the right order. No signup, no cost, and the link is yours to share.
Your beginner machine learning for free plan
5 courses · about 6.7 months at 8 hours a week (a steady evening habit most days of the week)
Python Foundations
ML is done in Python. You need to be comfortable before tackling libraries and math.
CS50's Introduction to Programming with Python
36h · Free
ML Fundamentals (Google)
Google's crash course is the clearest introduction to core ML concepts: linear regression, neural networks, feature engineering.
ML with Python (freeCodeCamp)
Hands-on TensorFlow, classification, clustering, NLP, and reinforcement learning with real certification.
Deep Learning (MIT)
CNNs, RNNs, and generative models taught by MIT researchers, free with labs and code.
Deep Learning Specialization
Andrew Ng's legendary course, the gold standard in online ML education.
Deep Learning Specialization (Andrew Ng)
120h · Free