CSC 174 - Introduction to 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:
CSC 017  and MATH 085  

View Course Offering(s):

Fall 2025

January 2026

Spring 2026