TY - BOOK AU - Moreira,Joao AU - Carvalho,AndreÌárlos Ponce de Leon Ferreira AU - Horvath Tomas TI - A general introduction to data analytics SN - 9781119296249 (cloth) PY - 2018/// CY - Hoboken, NJ PB - John Wiley & Sons KW - Mathematical statistics KW - Methodology KW - Electronic data processing KW - Data mining N1 - Includes bibliographical references (pages 311-314) and index; What can we do with data? -- Descriptive statistics -- Descriptive multivariate analysis -- Data quality and pre-processing -- Clustering -- Frequent pattern mining -- Resume and project on descriptive analytics -- Regression -- Classification -- Additional predictive methods -- Advanced predictive topics -- Resume and project on predictive analytics -- Applications for text, web and social media ER -