guillaume-chevalier/Awesome-Deep-Learning-Resources
A curated list of deep learning resources including online courses, books, papers, and tutorials compiled by Guillaume Chevalier.
★1.8k stars Learning

Not currently ranked — collecting fresh signals.
star history
This repository is a hand-curated collection of deep learning learning resources assembled by the author after personally reviewing all listed content. It covers topics including CNNs, LSTMs, attention mechanisms, gradient descent optimization, and practical implementations. The list includes online classes, books, blog posts, papers, datasets, and video tutorials aimed at practitioners learning or revisiting deep learning concepts.
Frequently asked
- What is guillaume-chevalier/Awesome-Deep-Learning-Resources?
- A curated list of deep learning resources including online courses, books, papers, and tutorials compiled by Guillaume Chevalier.
- Is Awesome-Deep-Learning-Resources open source?
- Yes — guillaume-chevalier/Awesome-Deep-Learning-Resources is open source, released under the CC0-1.0 license.
- How popular is Awesome-Deep-Learning-Resources?
- guillaume-chevalier/Awesome-Deep-Learning-Resources has 1.8k stars on GitHub.
- Where can I find Awesome-Deep-Learning-Resources?
- guillaume-chevalier/Awesome-Deep-Learning-Resources is on GitHub at https://github.com/guillaume-chevalier/Awesome-Deep-Learning-Resources.