My Deep Learning Cirriculum
The following is a list of resources that I've used to understand deep learning.
| Title | Status | Links | Author |
|---|---|---|---|
| A Hacker's Guide to Language Models | Completed | Video | Jeremy Howard |
| MIT Deep Learning 2023 lectures and labs | Completed | Lectures and Labs | Alexander Amini |
| The Illustrated Transformer | Completed | Website | Jay Alammar |
| Practical Deep Learning for Coders | In Progress | Website | Jeremy Howard |
| Neural Networks: Zero to Hero | Not Started | Video | Andrej Karpathy |
| Let's build GPT: from scratch, in code, spelled out. | Not Started | Video | Andrej Karpathy |
| Hugging Face NLP Course | Not Started | Website | Hugging Face |
Other Links to Explore
- Transformers Tutorials
- Machine Learning: An Applied Econometric Approach
- The Matrix Calculus You Need For Deep Learning
- Handmade Transformer
- How to Make LLMs go fast
© Mike Surowiec