Natural Language Processing for Complex Systems. 3 credits

Catalog description

This course focuses on the artificial intelligence (AI) fundamentals of Natural Language Processing (NLP), Natural Language Understanding (NLU) and Large Language Models (LLMs), comparatively or coupled with other computational methods used in modeling communication, such as agent-based modeling, social network analysis, audio and image processing. It teaches topic modeling, topic2vec, speech recognition, clustering methods, and other relevant methods applied to social science and complex systems. Offered by Computational & Data Sciences . May not be repeated for credit.