CS229: Machine Learning
CS229: Machine Learning is a free advanced-level course from Stanford Online, typically completed in 11 weeks (around 110 study hours).
- Price
- Free
- Duration
- 11 weeks
- Level
- Advanced
- Study hours
- 110 hours
- Provider
- Stanford Online
About this course
Stanford's flagship graduate ML course covering supervised learning, generative models, kernel methods, and reinforcement learning.
What you will be able to do
- Analyse model errors, bias and overfitting
- Justify your approach using the underlying theory and research
- Critique and improve existing work against professional standards
- Design an end-to-end ML solution to a defined problem
- Assemble portfolio evidence you can explain and defend at interview
Highlights
- Andrew Ng
- Rigorous theory
- Problem sets
Questions people ask
How much does CS229: Machine Learning cost?
CS229: Machine Learning is free. Some providers charge separately for a verified certificate.
How long does CS229: Machine Learning take?
The provider lists 11 weeks. That works out at roughly 110 study hours in total.
Is CS229: Machine Learning suitable for beginners?
It is pitched at advanced level, so some prior experience helps.
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