DSCI 000/4415 - Advanced Machine Learning (3 cr.)

Prerequisites
DSCI 3415

Description
Perceptron and multilayer neural networks, Gradient descent, Back-propagation, Convolutional Neural Network (CNN), pooling layers, CNN applications, Recurrent Neural Networks (RNN), vanishing gradient problem, case studies: object detection, and stock price estimation, GANs.