May 28, 2023  
2022-2023 Undergraduate Catalogue 
2022-2023 Undergraduate Catalogue

CSC 472 - Generative Deep Learning

Introduction to deep learning tools for generation of images, text data, music, and autonomous vehicle controls. Explores the difference between discriminative models and generative models. Topics include the design and construction of models using autoencoders, variational autoencoders, generative and adversarial networks. Requires a generative capstone project.

Credit Hours: 3

Prerequisite Courses: CSC 340  or ISE 271, and CSC 322, or instructor approval.
Course Repeatability: Course may not be repeated. Maximum Repeatable Hours: 3

Click here for the Spring 2023 Class Schedule.