CS 5210: Neural Networks

This course focuses on the theory and applications of neural networks and deep learning. Topics include artificial neural networks, backpropagation, hyperparameter selection and optimization methods in deep learning, convolutional and recurrent neural networks, deep reinforcement learning, and a discussion of generative models. Additional topics may include topical advancements in deep learning.