CPSC 544 Machine Learning - General Information

Instructor:

Jörg Denzinger
Email: denzinge@cpsc.ucalgary.ca	Phone: (403) 220-5574
Office: ICT 752	Office hours: MW 14:00 - 15:00 or by appointment
Lectures:	L01: MW 15:30 - 16:45 in SA 123

News:

Apr. 4, 2024		The following slots are still available: Apr. 15: 10:00, 11:00, 12:00, 13:00, 14:00 Apr. 16: 10:00, 11:00, 12:00, 13:00, 14:00, 15:00 Apr. 17: 10:00, 12:00.
Mar. 31, 2024		Here are the days and time slots available for the oral exams. Please email me at least 3 slots (and your ranking of them). Available slots (start times): Apr. 15: 10:00, 11:00, 12:00, 13:00, 14:00 Apr. 16: 10:00, 11:00, 12:00, 13:00, 14:00, 15:00 Apr. 17: 10:00, 11:00, 12:00, 13:00 Apr. 18: 11:00, 12:00, 13:00, 14:00.
Jan. 2, 2024		All links are working now.
Oct. 4, 2023:		Course web site started. Only this page is available at this time.

Description of the course

This course will present various techniques for learning various kinds of knowledge. This includes concept learning, decision trees and inductive logic programming, as well as reinforcement learning, analogy learning and case-based reasoning. We will also look at several methods for clustering.

In addition to presenting the foundations and basics of a method, we will also point out the components that can be improved using knowledge about the application a learning system is aimed for. This is also reflected in the course assignments that consist of applying a machine learning concept customized to an application area to a given set of experiences in this application area.

Prerequisite:: Computer Science 433

Labs/Tutorials

None.

to an explanation of the assessment of the students taking the course.

Last Change: 4/4/2024