Natural Language Processing (NLP)

3 credits

This course provides the foundation and also advanced skills on NLP. Algorithms to use for understanding and manipulating human language using machines will be studied. In particular, the students will learn about: Hidden Markov Model, Transformers, attention models, machine translation, word embeddings, and vector space models. They will apply these algorithms on real-world problems.