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E-book
Author Moreira, João, 1969- author

Title A general introduction to data analytics / by João Mendes Moreira, André C.P.L.F. de Carvalho, Tomáš Horváth
Published Hoboken, NJ : John Wiley & Sons, Inc., 2019
©2019
Online access available from:
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Description 1 online resource (xix, 323 pages)
Contents 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
Bibliography Includes bibliographical references and index
Notes Online resource; title from digital title page (viewed on July 20, 2018)
Subject Data mining
Electronic data processing
Mathematical statistics -- Methodology
Data mining.
Electronic data processing.
MATHEMATICS -- Applied.
MATHEMATICS -- Probability & Statistics -- General.
Mathematical statistics -- Methodology.
Form Electronic book
Author Carvalho, André Carlos Ponce de Leon Ferreira, author
Horváth, Tomáš, 1976- author
LC no. 2018005929
ISBN 1119296269 (electronic book)
1119296293 (electronic book)
9781119296263 (electronic book)
9781119296294 (electronic book)
(hardcover)