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Nov 22, 2024
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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).
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