CSC 6851 - Introduction to Deep Learning

4 Credit Hours
Prerequisites: CSC 4850 or DSCI 4850 with a C or higher.
Description
This course introduces the basic concepts and algorithms of deep neural networks and its applications to computer vision and natural language processing. Depending on the course progress, selected topics such as unsupervised learning and model compression will be covered. The class emphasizes the understanding of the state-of-the-art DL architectures as well as practical implementations of deep neural networks with Python.