AdvancedFree to startbook
Probabilistic Machine Learning: An Introduction
by Kevin Murphy
About this course
Canonical probabilistic ML book by Kevin Murphy — free online.
Related courses
See allIntermediateFree
Deep Learning
The canonical deep learning textbook by Goodfellow, Bengio, and Courville — free online.
IntermediateFree
Understanding Deep Learning
Visual and intuitive deep learning reference book by Simon J.D. Prince — free online.
IntermediateFree
Reinforcement Learning: An Introduction
The foundational reinforcement learning text by Sutton and Barto — free official PDF.
AdvancedFree
Foundations of Machine Learning
MIT Press canonical ML theory textbook by Mohri, Rostamizadeh, and Talwalkar — free PDF from authors.