Academic Calendar - 2024 ARCHIVE

Western University Academic Calendar. - 2024ARCHIVE
Western Main Campus

Earth Sciences 2222A/B

DATA ANALYSIS IN EARTH SCIENCES


An introduction to data analysis, digital signal processing, machine learning and visualization techniques. Topics include: statistical methods to characterize uni- to multi-variate data, spatial data, time series and Fourier analyses, digital signal processing and filtering, data analytics and machine learning applications. Geophysics and environmental science applications will be emphasized.

Antirequisite(s): Computer Science 2034A/B, Computer Science 2035A/B.

Prerequisite(s): 0.5 course from Calculus 1000A/B, Calculus 1500A/B, Mathematics 1225A/B, Numerical and Mathematical Methods 1412A/B, the former Applied Mathematics 1412A/B, the former Applied Mathematics 1413.

Extra Information: 2 lecture hours, 3 laboratory hours.

Course Weight: 0.50
Breadth: CATEGORY C i  
Subject Code: EARTHSCI

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