Dec 13, 2025  
University of Alberta Calendar 2023-2024 
    
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University of Alberta Calendar 2023-2024 [ARCHIVED CALENDAR]

CME 660 - Advanced Process Data Analytics

Course Career Graduate
Units 3
Approved Hours 3-0-0
Fee index 6
Faculty Engineering
Department Chemical&Materials Engineering
Typically Offered either term

Description
Multivariate statistics. Process systems engineering objectives: modeling, estimation, monitoring, control, optimization, and their relationship to data analytics. Feature extraction and dimension reduction, clustering, classification, regression. Nonlinear techniques and analysis of dynamic data. Applications of advanced data analytics in chemical process engineering.