introduction to data analytics / by João Mendes Moreira, André C.P.L.F. de Carvalho, Tomáš Horváth.

Includes bibliographical references and index.

What can we do with data? -- Descriptive statistics -- Descriptive multivariate analysis -- Data quality and preprocessing -- Clustering -- Frequent pattern mining -- Cheat sheet and project on descriptive analytics -- Regression -- Classification -- Additional predictive methods -- Advanced predictive topics -- Cheat sheet and project on predictive analytics -- Applications for text, web and social media.

Online resource; title from digital title page (viewed on July 20, 2018).