Here are the resources for this course:

Hugging Face NLP Course

Here is the course web-page that we will be following for this class:

**https://huggingface.co/learn/nlp-course/chapter0/1**

Additional Course Content from Stanford University

Here is the auxiliary nlp course web-page from Stanford:

https://web.stanford.edu/class/cs224n/

Required Textbooks

Reference Texts

The following texts are useful, but none are required. All of them can be read free online.

• Dan Jurafsky and James H. Martin. Speech and Language Processing (2024 pre-release)
• Jacob Eisenstein. Natural Language Processing
• Yoav Goldberg. A Primer on Neural Network Models for Natural Language Processing
• Ian Goodfellow, Yoshua Bengio, and Aaron Courville. Deep Learning
• Delip Rao and Brian McMahan. Natural Language Processing with PyTorch (requires Stanford login).
• Lewis Tunstall, Leandro von Werra, and Thomas Wolf. Natural Language Processing with Transformers

If you have no background in neural networks but would like to take the course anyway, you might well find one of these books helpful to give you more background:

• Michael A. Nielsen. Neural Networks and Deep Learning