DSCI 6011 - Deep Learning

Prerequisite: DSCI 6003. This course covers artificial neural networks and modern network architectures from a biologically-inspired perspective, providing an overview of achievements and open problems in deep learning. Emphasis is placed on hands-on programming using modern frameworks and real data. Topics include convolutional, recurrent, and unsupervised-learning networks. 3 credits.