Indira Gandhi National Tribal University, Amarkantak

Prof. Ram Dayal Munda Central Library

Online Public Access Catalogue

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

By: Contributor(s): Material type: TextTextPublisher: Hoboken, NJ : John Wiley & Sons, Inc., 2019Copyright date: ©2019Description: 1 online resource (xix, 323 pages)Content type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9781119296263
  • 1119296269
  • 9781119296294
  • 1119296293
Subject(s): Genre/Form: Additional physical formats: Print version:: General introduction to data analytics.DDC classification:
  • 519.50285 23
LOC classification:
  • QA276.4 .M664 2019
Online resources:
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.
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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).

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