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 322 or ISE 221
Crosslisting: No
Course Repeatability: Course may not be repeated.