The resources listed in this note have not been verified yet. They are included so that they can be checked at a later time. The order is random.
“I failed my way to success” — Thomas Edition.
[Book] Deep Learning with Python
[Book] Dive into Deep Learning
[Book] Understand Deep Learning by Simon J.D Prince
[Book] Deep Learning by Ian Goodfellow and Yoshua Bengio and Aaron Courville
[Book] Elements of Statistical Learning: data mining, inference, and prediction. 2nd Edition. (used to ref, hard to read for self-study). Consider An Introduction to Statistical Learning instead (same authors).
[Digital book] Seeing Theory
[Book] Practical Statistics for Data Scientists by Andrew Bruce, Peter Bruce, and Peter Gedeck
[Book] Think Stats by Allen B. Downey
[Book] Think Bayes by Allen B. Downey