Teacher
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Brandi Marco
(syllabus)
- Missing values analysis and outliers - Logistic regression for prediction and evaluation models (ROC curve and analysis of confusion matrix) . Data Mining and apriori algorithm - Principal component analysis - Cluster analysis (Hierarchical and non hierarchical methods)
(reference books)
Zani,S.,&Cerioli,A.(2007).Analisi dei dati e datamining per le decisioni aziendali. Giuffrè editore. Azzalini,A.,&Scarpa,B.(2009).Analisi dei dati e datamining. Springer Science & Business Media.
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