MGSC 673. Introduction to Artificial Intelligence and Deep Learning.
Credits: 1.5
Offered by: Management (Graduate Studies)
Terms offered: Fall 2026, Winter 2027
View offerings for Fall 2026 or Winter 2027 in Visual Schedule Builder.
Description
Introduction to deep learning, through its use of neura networks, to learn from data and tasks such as classification, forecasting, data generation. The basis of
deep learning up to the applications of the most recent research. Use of deep learning in a production environment, and leveraging techniques such as: Keras, hyperparameter tuning, image classification methods, back propagation, LSTMs, and Autoencoders.
- Prerequisite(s): (INSY 660 AND INSY 662) OR Instructor's approval) AND (MGSC 660 OR MGSC 661 OR Instructor's approval)