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Aug 31, 2024
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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.
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