May 29, 2024  
2020-2021 Graduate Studies Bulletin 
    
2020-2021 Graduate Studies Bulletin [ARCHIVED BULLETIN]

Add to Personal Catalog (opens a new window)

CSC 220 - Neural Networks and Deep Learning


Semester Hours: 3
Machine learning and artificial intelligence using neural networks has undergone a resurgence through the discovery of deep learning architectures and training algorithms. Tasks which were previously thought impossible are now common. The course will take students through an exciting journey from simple neural networks and backpropagation to convolutional and recurrent NN and deep learning algorithms as well as applications using real data: text, images, financial data and others.  

Prerequisite(s)/Course Notes:
Programming, calculus, basic knowledge of linear algebra (matrix and vector computations).





Add to Personal Catalog (opens a new window)