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CPSC 544 Machine Learning -
General Information
Instructor:
News:
Mar. 25, 2022 |
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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. 13: 11:00, 12:00, 13:00, 14:00
Apr. 19: 11:00, 12:00, 13:00, 14:00
Apr. 20: 11:00, 12:00, 13:00, 14:00
Apr. 21: 11:00, 12:00, 13:00, 14:00.
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Dec. 28, 2021: |
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Adjustment of delivery method:
The University administration has decided to start the
semester until the end of January (for now) virtually.
I will send every student registered in the class the
Zoom link and passcode on the day before classes start
(using the email address given in PeopleSoft).
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Nov. 9, 2021: |
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All links working now.
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Jun. 17, 2021: |
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Course web site started. Only this page is
available at this time.
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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.
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to an explanation of the assessment of the students
taking the course. |
Last Change: 25/3/2022
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