A general introduction to data analytics /
Moreira, Joao 1969-
A general introduction to data analytics / by JoÌao Mendes Moreira, AndreÌ P. L. F. de Carvalho, Tomas Horvath - xix, 323 pages : illustrations ; 24 cm.
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.
9781119296249 (cloth) RM398.50
2017060728
Mathematical statistics--Methodology.
Electronic data processing.
Data mining.
A general introduction to data analytics / by JoÌao Mendes Moreira, AndreÌ P. L. F. de Carvalho, Tomas Horvath - xix, 323 pages : illustrations ; 24 cm.
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.
9781119296249 (cloth) RM398.50
2017060728
Mathematical statistics--Methodology.
Electronic data processing.
Data mining.