書籍 - jenhaoyang/ml_blog GitHub Wiki

Deep Learning textbook
https://www.deeplearningbook.org/

Michael Nielsen’s tutorials
http://neuralnetworksanddeeplearning.com/chap1.html

A guide to convolution arithmetic for deeplearning
https://arxiv.org/pdf/1603.07285v1.pdf

機器學習 The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)

https://www.amazon.com/-/zh_TW/Trevor-Hastie/dp/0387848576/ref=sr_1_31?dchild=1&keywords=machine+learning&qid=1635155958&refinements=p_72%3A1250221011&rnid=1250219011&s=books&sr=1-31

Machine Learning A Probabilistic Perspective

http://noiselab.ucsd.edu/ECE228/Murphy_Machine_Learning.pdf