Nov 21, 2024  
Graduate Catalog 2023-2024 
    
Graduate Catalog 2023-2024 [ARCHIVED CATALOG]

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INFS 778 - Deep Learning

3 credits
This course introduces the basic concepts and applications of deep learning. Representative deep learning models such as Deep Neural Networks, Convolutional Neural Networks, and Recurrent Neural Networks (LSTM) will be covered in detail. Popular Python deep learning libraries will be introduced. The course also includes discussions on advanced topics such as transfer learning, hyperparameter tuning, regularization, optimization of DNNs, and others. Prerequisite(s): INFS 768  and INFS 772  



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