Dimension Reduction Techniques

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This workshop will provide an overview of commonly used dimension reduction techniques such as principle components analysis (PCA), multi-dimensional scaling (MDS), and factor analysis. The focus will be on concepts and how each method can be used to help visualize and understand multivariate data with techniques introduced using case studies.