Curated list of resources for learning about machine learning. If I wanted to get into machine learning today (which I am), I would look into these.
The dates refer to when the book / course was last updated.
Books
All of these have free online versions available!
Practical Deep Learning for Coders (2022)
Jeremy Howard, Sylvain Gugger
Understanding Deep Learning (2025)
Simon J.D. Prince
Dive into Deep Learning (2022)
Aston Zhang, Zachary C. Lipton, Mu Li, Alexander J. Smola
Deep Learning with Python - Third Edition (2025)
François Chollet, Matthew Watson
Foundations of Computer Vision (2024)
Antonio Torralba, Phillip Isola, and William Freeman
Learning Deep Representations of Data Distributions (2025)
Sam Buchanan, Druv Pai, Peng Wang, Yi Ma
The Little Book of Deep Learning (2024)
François Fleuret