01896nam 2200493 450 991083027370332120220217043613.01-119-29626-91-119-29625-01-119-29629-3(CKB)4330000000010044(MiAaPQ)EBC5436556(PPN)236708023(OCoLC)1022976619(EXLCZ)99433000000001004420180716d2019 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierA general introduction to data analytics /Jõao Moreira, André de Carvalho, Tomás HorváthHoboken, NJ :John Wiley & Sons,2019.1 online resource (392 pages)1-119-29624-2 Includes bibliographical references 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.Mathematical statisticsMethodologyElectronic data processingData miningMathematical statisticsMethodology.Electronic data processing.Data mining.519.50285Moreira João1969-1652378De Carvalho AndréHorváth Tomáš1976-MiAaPQMiAaPQMiAaPQBOOK9910830273703321A general introduction to data analytics4002989UNINA