CSC413H5 • Neural Networks and Deep Learning

Description

An introduction to neural networks and deep learning. Backpropagation and automatic differentiation. Architectures: convolutional networks and recurrent neural networks. Methods for improving optimization and generalization. Neural networks for unsupervised and reinforcement learning.

Prerequisites
Exclusions
Enrolment Limits
Priority is given to students enrolled in Computer Science Specialist, Information Security Specialist, Bioinformatics Specialist or Computer Science Major programs.
Distribution Requirement
Science
Total Instructional Hours
24L/12T
Mode of Delivery
In Class
Program Area
Computer Science