Data Analysis and Visualisation

Universiteit Utrecht (UU)

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An Introduction to Statistical Learning

Gareth James, Daniela Witten

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Data Analysis and Visualisation Summary
Samenvatting • 41 pagina's • 2018

This is a summary of the Data Analysis and Visualisation course taught at Utrecht University as part of the Applied Data Science (ADS) profile. Its contents are an extensive yet comprehensive summary of all chapters of the book Introduction to Statistical Learning (James et al.) and relevant papers. Topics touched upon are, among others, regression (linear and logistic), resampling, tree-based methods, classification, PCA, correspondence analysis, and cluster analysis.