Slides from a summer course I taught on NLP. The PDFs are the slides for the class and in notebooks_instructor you can find the notebooks corresponding to each class.
The week's topics are:
- From text to tokens
- From tokens to vectors of information
- Contextualizing vectors (RNNs/LSTMs and word embeddings)
- Attention and Transformers
- Scoping NLP projects
- NLP use-cases
- Ethics and bias in NLP