|Lecture hours per week||2|
|Lab hours per week||2|
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.