A general introduction to data analytics /
Moreira, João, 1969-
A general introduction to data analytics / by João Mendes Moreira, André C.P.L.F. de Carvalho, Tomáš Horváth. - Hoboken, NJ : John Wiley & Sons, Inc., 2019. ©2019 - 1 online resource (xix, 323 pages)
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.
9781119296263 1119296269 9781119296294 1119296293
Mathematical statistics--Methodology.
Electronic data processing.
Data mining.
MATHEMATICS--Applied.
MATHEMATICS--Probability & Statistics--General.
Data mining.
Electronic data processing.
Mathematical statistics--Methodology.
A general introduction to data analytics / by João Mendes Moreira, André C.P.L.F. de Carvalho, Tomáš Horváth. - Hoboken, NJ : John Wiley & Sons, Inc., 2019. ©2019 - 1 online resource (xix, 323 pages)
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.
9781119296263 1119296269 9781119296294 1119296293
Mathematical statistics--Methodology.
Electronic data processing.
Data mining.
MATHEMATICS--Applied.
MATHEMATICS--Probability & Statistics--General.
Data mining.
Electronic data processing.
Mathematical statistics--Methodology.