CIS 439 Deep Learning and Neural Networks
In this course students will explore advanced concepts and architectures, including feedforward neural networks, convolutional neural networks (CNNs) for computer vision, recurrent neural networks (RNNs) for natural language processing (NLP) and sequence modeling. Practical implementation of deep learning models using popular frameworks will be emphasized.