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. It requires four courses selected from the list below. The four courses must include at least two core courses. Students may declare their participation in the specialization after completing two core courses. All courses must be completed with a grade of C or higher.

1. Core Courses

a. CSE 351     

Introduction to Data Science                                                                             

3 credits

b. CSE 352      

Artificial Intelligence

3 credits

d. CSE 353

Machine Learning

3 credits

e. CSE 357

Statistical Methods for Data Science

3 credits

2. Electives

CSE 351  

Fundamentals of Computer Vision

CSE 327

Computer Security Fundamentals

CSE 332

Introduction to Visualization

CSE 337

Introduction to Multimedia Systems

CSE 354

Artificial Intelligence

CSE 371

Machine Learning

CSE 378

Computational Geometry

CSE 390-394*

Advanced Multimedia Techniques

CSE 487*

Advanced Programming in UNIX/C

 

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