WClasses
BME 522 - Foundations of Artificial Intelligence
The objective of this course is to introduce students to fundamental concepts of artificial intelligence. An overview of different learning schemes will be provided, including supervised and unsupervised algorithms. The focus of this course will be on dimensionality reduction, clustering, classification, deep and shallow artificial neural networks, and reinforcement learning. Ethical aspects of artificial intelligence will be discussed.
Prerequisites
One of BME122, CS240/CS240E, ECE250, MSE240/MSCI240, MTE140, SYDE223; Biomedical or Systems Design Eng or at least 4A Management or Mechatronics Eng or Comp. Eng Option or Mechatronics Eng Option.
Corequisites
None
Antirequisites
CHE523,CS480,CS486,ECE457A,ECE457B