Course Prefix
IS
Course Code
345
Course Title
Theory of Large Language Models
Description
Explores the theoretical foundations of large language models (LLMs), including neural networks, representation learning, and transformer architectures. Students analyze how LLMs generate language, evaluate performance, and examine ethical considerations such as bias, misinformation, and fairness. Emphasis is placed on conceptual understanding, societal impact, and critical thinking over programming implementation.
Credit Hours
3
Course Level
Undergraduate
School
School of Computing, Applied Science, & Engineering