Apr 17, 2026  
2026-2027 Undergraduate and Graduate Catalog 
    
2026-2027 Undergraduate and Graduate Catalog

CECS 458 - Deep Learning


(3 units)

Prerequisite(s): CECS 381 or EE 381 or MATH 380 with a grade of “C” or better.
Foundational and advanced deep learning concepts. Introduction to neural networks, backpropagation, specialized neural network architectures, deep reinforcement learning, and large language models. Programming assignments to reinforce understanding.

Letter grade only (A-F). Additional projects required for CECS 558. (Lecture-Problems 3 hours) Not repeatable for credit. Double Numbered with: CECS 558