Dec 06, 2025  
University of Alberta Calendar 2025-2026 
    
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University of Alberta Calendar 2025-2026

CMPUT 191 - Introduction to Data Science

Course Career Undergraduate
Units 3
Approved Hours 3-0-3
Fee index 6
Faculty Science
Department Computing Science
Typically Offered either term

Description
Introduction to data acquisition, basic data manipulation (cleaning, outlier detection), analysis (regression, clustering, classification), basic statistics and machine learning tools, information visualization to communicate information from data. Prerequisite: Math 30-1. This course cannot be taken for credit if credit has been obtained in CMPUT 174, 175, 195, 274, 275, or ENCMP 100.