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Deep Learning

Course Code COMP-263
Lecture hours per week 2
Lab hours per week 2
Course Availability: Open

This course builds on the artificial neural networks course. Students will be introduced to deep neural networks. Coursework will emphasize convolutional neural networks (CNNs), Recurrent Neural Networks (RNNs), Long Short-Term Memory Networks (LSTMs) and Generative Adversarial Networks (GANs). Students will gain hands-on experience by applying deep learning models to image recognition, speech recognition, and other problems, using real-world datasets.