COURSE

AIAA4051

Natural Language Processing

Information Hub / Artificial Intelligence · 3 Credits

This course provides a comprehensive journey into Natural Language Processing, first establishing the essential computational fundamentals of words, syntax, and semantics, and then advancing to the modern architectures that define the LLM era, such as transformers and GPT. You will learn to bridge classic techniques with cutting-edge applications—mastering pre-training, fine-tuning, and prompt engineering—while critically examining the advanced capabilities and profound responsibilities surrounding fairness, security, and interpretability. Through a blend of foundational theory and hands-on projects, this course equips you to build, innovate, and lead in the rapidly evolving field of applied NLP.