Undergraduate Courses in AI

Academic departments at Stony Brook offer a rich variety of courses and programs in Artificial Intelligence and related fields.  Here we summarize the offerings of particular departments:

Computer Science

Specialization in Artificial Intelligence and Data Science

The specialization in artificial intelligence and data science emphasizes modern approaches for building intelligent systems using machine learning. 

1. Core Courses

  • CSE 351 Introduction to Data Science

  • CSE 352 Artificial Intelligence

  • CSE 353 Machine Learning

  • CSE 357 Statistical Methods for Data Science

2. Electives

*Special topic or research project must be in artificial intelligence or data science. 

We also offer:

  • A rewarding Honors Program in Computer Science; and
  • Joint BS/MS program in Computer Science and joint BS/MBA programs in Computer Science (CSE) and Information Systems (ISE);

Our undergraduate program in Computer Science is accredited by the Computing Accreditation Commission of ABET, http://www.abet.org.

 

Applied Mathematics and Statistics

Course offerings in Artificial Intelligence

  • AMS 325: Computing and Programming Fundamentals in Applied Mathematics and Statistics

  • AMS 332: Computational Modeling of Physiological Systems

  • AMS 345: Computational Geometry

  • AMS 380: Data Mining

Electrical Engineering

Course offerings in Artificial Intelligence

  • ESE 188: Understanding Machine Learning

  • ESE 358: Computer Vision

  • ESE 388 Foundations of Machine Learning