ECE 591 - Deep Learning

This course is an introduction to deep learning, a branch of machine learning concerned with the development and application of deep artificial neural networks. Topics include convolutions neural networks, recurrent neural networks, and their applications for various engineering and scientific problems. Students should know at least one high-level programming language. This course will use Python and give tutorials on Python programming. Students will gain hands on experiences of developing, training, and evaluating deep learning models to solve sophisticated problems.

Prerequisites & Notes
ECE 177, COS 220, CIE 115 or MEE 125 or permission.

ECE 491 and ECE 591 can not both be taken for credit.

Credits: 3