LEADER 01862nam 2200481 450 001 9910555186303321 005 20220217043613.0 010 $a1-119-29626-9 010 $a1-119-29625-0 010 $a1-119-29629-3 035 $a(CKB)4330000000010044 035 $a(MiAaPQ)EBC5436556 035 $a(PPN)236708023 035 $a(EXLCZ)994330000000010044 100 $a20180716d2019 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 12$aA general introduction to data analytics /$fJo?ao Moreira, Andre? de Carvalho, Toma?s Horva?th 210 1$aHoboken, NJ :$cJohn Wiley & Sons,$d2019. 215 $a1 online resource (392 pages) 311 $a1-119-29624-2 320 $aIncludes bibliographical references and index. 327 $aWhat 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. 606 $aMathematical statistics$xMethodology 606 $aElectronic data processing 606 $aData mining 615 0$aMathematical statistics$xMethodology. 615 0$aElectronic data processing. 615 0$aData mining. 676 $a519.50285 700 $aMoreira$b Joa?o$f1969-$01219913 702 $aDe Carvalho$b Andre? 702 $aHorva?th$b Toma?s?$f1976- 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910555186303321 996 $aA general introduction to data analytics$92820726 997 $aUNINA