CPSI 36003 - Natural Language Processing

Three credit hours.

This course introduces the foundational concepts of Natural Language Processing (NLP) and statistical language models. Students apply and design NLP and Large Language Model (LLM) techniques to analyze various corpora of text for tasks such as classification and information extraction, using Python libraries and tools. Additionally, they learn how to fine-tune and deploy large pre-trained language models such as BERT and GPT for real-world applications.

Prerequisites: CPSI 31003