DSML 4220 - Deep Learning

Credits: 4

Prerequisite(s): CS 3120

Description: Deep learning, or deep neural networks, are machine learning models able to take advantage of huge volumes of data and abundant computing resources to solve problems that traditional methods could not. In this course students are exposed to the basic concepts behind early neural networks and develop an understanding of the mathematical concepts and computational techniques needed design, train, and utilize modern deep neural network architectures. The ethical implications and appropriate usage of these models is also discussed extensively.