CMPUT 195: Introduction to Principles and Techniques of Data Science

At a glance

• Units: 3
• Prerequisites: CMPUT 174 or CMPUT 274 or ENCMP 100.
• Credit exclusions: Credit cannot be obtained for both CMPUT 191 and CMPUT 195.
• Offered: Scheduled: Winter 2027

This course introduces data science to students with prior computing experience. It covers the basics of data acquisition, manipulation, transformation, and cleaning, as well as data analysis (e.g., regression, clustering, classification) and visualization. Students learn principles and techniques of efficient data-driven communication and decision-making in various domains using industry-standard tools.

Official catalogue entry · facts synced 2026-10-01

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