Deep Learning. 3 credits, 3 contact hours

Catalog description

Prerequisites: DS 675 or CS 675 or approval of the instructor. This course covers current topics in data science. The topics include but are not limited to parallel programming on GPU and CPU multi-cores, deep learning, representation learning, optimization algorithms, and algorithms for big datasets. Students will present recent papers in data science, work on programming assignments, and do a machine learning/deep learning/data science project. A student receiving degree credit for DS 677 cannot receive degree credit for CS 677 .