Mathematical Foundations of Machine Learning (435-0-20)

Instructors

Han Liu

Meeting Info

Tech Institute Lecture Room 4: Tues 5:00PM - 7:50PM

Overview of class

In this course, students are expected to explore essential concepts and methodologies in modern AI within a problem-solving framework. Topics include probabilistic language models, agentic AI, reasoning and inference, and sequential decision-making.  This class strongly emphasizes developing problem-solving skills.

Registration Requirements

Prerequisite: 420-1(recommended but not required)