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

CECS 558 - Deep Learning


(3 units)

Prerequisites: Open to Computer Engineering MS, Computer Science MS and Engineering MS students only.

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. Not repeatable for credit. Double Numbered with: CECS 458