A general introduction to data analytics / by João Mendes Moreira, André C.P.L.F. de Carvalho, Tomáš Horváth.
Material type:
TextPublication details: Hoboken, NJ : John Wiley & Sons, Inc., 2019; ©2019Description: 1 online resource (xix, 323 pages)ISBN: 9781119296263; 1119296269; 9781119296294; 1119296293Subject(s): Mathematical statistics -- Methodology | Electronic data processing | Data mining | MATHEMATICS -- Applied | MATHEMATICS -- Probability & Statistics -- General | Data mining | Electronic data processing | Mathematical statistics -- MethodologyOnline resources: Wiley Online Library
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.
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds |
|---|---|---|---|---|---|---|
e-Books
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Central Library, Sikkim University | Not for loan | E-2695 |
Total holds: 0
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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