Deep Learning Primer
This is a collection of notes on deep learning I'm writing. My main goal in writing these notes is to clarify and solidify these concepts in my own mind. I will be adding to these notes on a weekly basis for the foreseeable future.
Note: These notes are incomplete and are still a work in progress. Check back soon if you are interested in reading them.
Here is a list of that these notes will cover:
- What is Deep Learning?
- Mathematical Background
- Machine Learning Background
- Introduction to Neural Networks
- Convolutional Neural Networks
- Language Models
- Generative Models
- Embeddings
- Deep Reinforcement Learning
Each one of these notes will be a separate hand-written document that I will link to once complete.