Apr 25, 2024  
University of Alberta Calendar 2021-2022 
    
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University of Alberta Calendar 2021-2022 [ARCHIVED CATALOG]

CME 660 - Advanced Process Data Analytics

★ 3 (fi 6) (either term, 3-0-0) 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.