DMC 435 - Advanced Machine Learning (4 Cr.)

(cross-listed as CS 435) (GCR DA-AC)

A deeper look at the theory and practice of machine learning. This expands on the topic of DMC 345 by looking at the more advanced classical machine learning techniques. Deep learning is then introduced through neural network archiatectures such as Convolutional Networks, Deap Neural Networks, and Recurrent Networks. Alternative learning methods, such as Reinforcement Learning, are intruduced for situations in which deep learning may be insufficient.

Prerequisites: C- or above in DMC 321 and DMC 345 . Offered spring semester of odd years.