Dec 06, 2022  
2021-2022 Academic Catalog 
    
2021-2022 Academic Catalog [Published Catalog]

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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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