A general introduction to data analytics / by João Mendes Moreira, André C.P.L.F. de Carvalho, Tomáš Horváth.
Material type: TextPublisher: Hoboken, NJ : John Wiley & Sons, Inc., 2019Copyright date: ©2019Description: 1 online resource (xix, 323 pages)Content type:- text
- computer
- online resource
- 9781119296263
- 1119296269
- 9781119296294
- 1119296293
- 519.50285 23
- QA276.4 .M664 2019
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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