Moreira, João,  1969- <br/><br/>
introduction to data analytics / 
by João Mendes Moreira, André C.P.L.F. de Carvalho, Tomáš Horváth. 
 - 1 online resource (xix, 323 pages) 
<br/><br/>Includes bibliographical references and index. 
<br/><br/>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. 
<br/><br/><label>ISBN: </label>9781119296263 1119296269 9781119296294 1119296293 
<br/><br/><label>LCCN: </label>2018005929 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Mathematical statistics--Methodology.<br/>Electronic data processing.<br/>Data mining.<br/>MATHEMATICS--Applied.<br/>MATHEMATICS--Probability & Statistics--General.<br/>Data mining.<br/>Electronic data processing.<br/>Mathematical statistics--Methodology.
<br/><br/><label>Index Terms--Genre/Form: </label><br/>Electronic books.
<br/><br/><label>LC Class. No.: </label>QA276.4  / .M664 2019 
<br/><br/><label>Dewey Class. No.: </label>519.50285