COSC 572 - Advanced Machine Learning

3 Credits

This course studies Neural Networks (NN) and applies them to mimic human brains. While NN has yet to attain the same level as humans, recent development has shown some promise and excitement. Topics in this class include Perceptron Learning, Feedforward Neural Networks, Regularizations, Optimization, convolutional neural networks, Word Embedding and Language Models, Sequence Modeling: Recurrent and Recursive Nets, Linear Factor and Auto Encoders, and Deep Generative Models.

Prerequisite(s) COSC 502
Offered (FALL or SPRING)