Program Overview

Machine Learning II - CMPT 3520

Through this course students will learn how machine learning solutions are developed and operationalized up to the deployment stage. Students will learn about more advanced machine learning algorithms, and explore how data and algorithm selections influence machine learning model performance. Students will learn to train and test machine learning models to achieve targeted business outcomes, including identifying success metrics and evaluating model performance. Students will learn how to identify the ways machine learning models can amplify data biases, and develop solutions to reduce their negative impact.

Course details

Course code

CMPT3520

Credits

3

Format and length

• Lecture: 45 hours
• Lab: 36 hours

Delivery

• In person
• Hyflex

This course is delivered in a classroom setting with face-to-face instruction at regularly scheduled times.

Term and schedule

Edmonton

• Fall: Sep. 2 - Dec. 12, 2025
  • Mon, Wed: 12:30 - 02:00 pm
  • Class: 40402
  • Section: A01
  • Open Studies: No
• Winter: Jan. 5 - Apr. 17, 2026
  • Mon, Wed: 12:30 - 02:00 pm
  • Class: 10344
  • Section: A01
  • Open Studies: No

Prerequisites

• CMPT 3510
• Restricted to Machine Learning Analyst

Note

To take this course, you must be enrolled in Machine Learning Analyst.