Deep Learning Ressources
Deep Learning Ressources
Some intelligent people talking about deep learning and neural networks.
Videos
Andrej Karpathy’s “Neural Networks: From Zero to Hero”
- YouTube Playlist (about 13 hours)
- GitHub Repository
About 13 hours of video material. The first video about micrograd is insane.
sentdex’s “Neural Networks from Scratch in Python”
- YouTube Playlist (about 3.5 hours)
- GitHub Repository
- Website
Some very nice visualizations of the things that happen during a forward pass in a neural network. The series never got to backpropagation.
MIT’s “Introduction to Deep Learning”
- YouTube Playlist (about 10 hours)
- Github Repository
- Website
A deep learning crash course from MIT. Pretty rushed but touches on a lot of topics.
3Blue1Brown’s “Neural Networks”
- YouTube Playlist (about 1 hour)
- Website
The first video about neural networks I saw.
Emergent Garden’s “Neural network learns the mandelbrot set”
- YouTube Playlist (about 1 hour)
- GitHub Repository
Absolutely beautiful. This guy has a whole playlist on about ai art.