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Data Preparation Analytics - CMPT 2400

This course introduces students to methods for gathering, exploring, analyzing, and presenting data. Students will learn how to effectively organize data and transform it for use in machine learning and analytics. The course covers the application of statistical analyses, including averages, standard deviation, histograms, distributions, and more. Students will explore software that can be used to gather, sort, analyze, and visualize data.

Note: Prerequisites: A minimum grade of C in CMPT 1510, MATH 1205, STAT 1151 and CMPT 2021. Restricted to Machine Learning Analyst, Arts and Sciences Diploma, and Open Studies.


This course is delivered in a classroom setting with face-to-face instruction at regularly scheduled times.
Term Duration Schedule Class Section Open Studies

Edmonton
Fall Sep. 2 - Dec. 12, 2025 Tue, Thu: 08:00 - 09:30 am
 40386 A02 No
Winter Jan. 5 - Apr. 17, 2026 Mon, Thu: 12:30 - 02:00 pm
 10332 A01 No
For each course session or class time, you can choose to attend in person, online in real-time or watch a previously recorded session.
Term Duration Schedule Class Section Open Studies

Edmonton
Fall Sep. 2 - Dec. 12, 2025 Tue, Thu: 08:00 - 09:30 am
 40388 H02 No
Winter Jan. 5 - Apr. 17, 2026 Mon, Thu: 12:30 - 02:00 pm
 10334 H01 No

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This course can be taken through Open Studies or through one of our many programs. Read our application guide and apply now.

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