COURSE

AIAA5030

Foundations of Data Mining in the Era of LLMs

Information Hub / Artificial Intelligence · 3 Credits

This course will introduce the fundamental principles, uses, and technical details of data mining techniques by lectures and real-world case studies. The emphasis is on understanding the basic data mining techniques and their applications, with a focus on how these techniques are evolving in the era of large language models (LLMs). We will discuss the mechanics of how data analytics techniques work as is necessary to understand the fundamental concepts and real-world applications.