François Fleuret, “The Little Book of Deep Learning,” 2023.
@article{fleuret_little_2023,
title = {The {Little} {Book} of {Deep} {Learning}},
language = {en},
author = {Fleuret, François},
isbn = {9781447678618},
year = {2023},
freepdf = {https://fleuret.org/public/lbdl.pdf},
website = {https://fleuret.org/francois/lbdl.html},
tldr = {I really like this introduction to deep learning and reference guide. Want to remember a term without getting in too deep? This little book has it, and the top-level references if I want to read more. See the website to order a physical version, printing two book pages per printed page worked well for me too.}
}
This is a short introduction to deep learning for readers with a STEM background, originally designed to be read on a phone screen.
tl;dr: I really like this introduction to deep learning and reference guide. Want to remember a term without getting in too deep? This little book has it, and the top-level references if I want to read more. See the website to order a physical version, printing two book pages per printed page worked well for me too.
pdf: https://fleuret.org/public/lbdl.pdf
h/t Amy Tabbweb: https://fleuret.org/francois/lbdl.html