Computer Science (COSC) - Artificial Neural Networks and Deep Learning

COSC 3116  Artificial Neural Networks and Deep Learning

Prerequisites:

MATH 1037, MATH 1046, and one of: COSC 2006 or a 2000-level DATA course

Antirequisites:

COSC 2116

Hours:

Three hours of lecture per week

Credits:

3

Description:

Students explore principles of machine learning, artificial neural networks, deep learning, and their relationship to artificial intelligence. Students explore varied topics that include the following: mathematical foundations; fundamental neural network architectures; supervised and unsupervised learning; deep learning; analysis; interpretability and explainability; environmental and societal impact; and practical problem-solving applications.