All course materials will be available through this website and through Canvas. Lecture slides will be posted before each class session, and recorded lectures will be available afterward.
The comprehensive textbook by Jurafsky and Martin, available online as a draft.
An interactive, comprehensive deep learning textbook with sections on NLP.
A collection of tutorial implementations of various NLP models and algorithms in PyTorch.
This guide walks you through using Google Colab and setting up AWS EC2 instances with GPUs.
