AI 6640 - Deep Learning

3 Semester Hour(s)

Feed-forward deep learning neural networks, backpropagation, the mathematics of deep learning, Convolutional Neural Networks (CNN), Recurrent Neural Networks, and Bayesian Neural Networks. Will include exercises using various deep learning models such as facial, image, and hand-written digits recognition, financial and investment decisions, make or buy binary decisions, and analysis of customer groups.

Prerequisite(s): AI 6600