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" A general introduction to data analytics / "
by João Mendes Moreira, André C.P.L.F. de Carvalho, Tomáš Horváth.
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BL
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| Record Number
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840164
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| Main Entry
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Moreira, João,1969-
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| Title & Author
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A general introduction to data analytics /\ by João Mendes Moreira, André C.P.L.F. de Carvalho, Tomáš Horváth.
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| Publication Statement
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Hoboken, NJ :: John Wiley & Sons, Inc.,, 2019.
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, ©2019
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| Page. NO
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1 online resource (xix, 323 pages)
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| ISBN
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1119296269
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: 1119296293
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: 9781119296263
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: 9781119296294
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1119296250
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9781119296249
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9781119296256
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| Bibliographies/Indexes
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Includes bibliographical references and index.
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| Contents
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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.
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| Subject
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Data mining.
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Electronic data processing.
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Mathematical statistics-- Methodology.
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Data mining.
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Electronic data processing.
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Mathematical statistics-- Methodology.
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MATHEMATICS-- Applied.
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MATHEMATICS-- Probability Statistics-- General.
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| Dewey Classification
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519.50285
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| LC Classification
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QA276.4.M664 2019
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| Added Entry
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Carvalho, André Carlos Ponce de Leon Ferreira
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Horváth, Tomáš,1976-
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