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A general introduction to data analytics / by João Mendes Moreira, University of Porto, André C. P. L. F. de Carvalho, University of São Paulo, Tomás Horvath, Eötvös Loránd University in Budapest Pavol Jozef Šafárik University in Košice.

By: Moreira, João,, 1969- author.
Contributor(s): Carvalho, André Carlos Ponce de Leon Ferreira, author. | Horváth, Tomáš,, 1976- author.
Call number: QA276.4 M664 2019 Material type: TextTextPublisher: Hoboken, NJ : John Wiley & Sons, 2019Description: xix, 323 pages : illustrations ; 24 cm.Content type: text Media type: unmediated Carrier type: volumeISBN: 9781119296249 hbk ; 9781119296256 pdf (Invalid ISBN) ; 9781119296263 epub (Invalid ISBN) Subject(s): Mathematical statistics -- Methodology | Electronic data processing | Data miningDDC classification: 519.50285
Contents:
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.
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Item type Location Location Call number Copy number Barcode Status Date due
10000 General Book General Book ODI General Collection
ODI General Collection QA276.4 M664 2019 (Browse shelf) 1 1000527340 Checked out 07/12/2020

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.

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