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NLP course materials

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:

  1. From text to tokens
  2. From tokens to vectors of information
  3. Contextualizing vectors (RNNs/LSTMs and word embeddings)
  4. Attention and Transformers
  5. Scoping NLP projects
  6. NLP use-cases
  7. Ethics and bias in NLP

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