Deep Learning

Deep Learning

This series of blogs are my notes from the class 11-785 Introduction to Deep Learning, taught by Bhiksha Raj at CMU. For my own sake of understanding and simplicity, the blog has been divided into 4 broad categories:

1. Perceptrons
2. CNNs, RNNs, and Language Models
3. Attention and Transformers - Talks about why attention is all we need
4. Generative Modeling