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CPD 1 credits: Ref. No. SAIChE-461 Provider: South African Council for Automation and Control (SACAC) (SAIChE-SPV-014/28). Valid: 2025/05/23 to 2028/05/22 The workshop covers the basic principles of Exploratory Data Analysis (EDA), specifically applied to a typical industrial processes dataset. Topics include the nature of the process data, working with time series data, dimensionality reduction and visualisation, clustering, and model interpretation using tree-based methods. |
