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Record Nr. |
UNINA9910555186303321 |
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Autore |
Moreira João <1969-> |
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Titolo |
A general introduction to data analytics / / Jõao Moreira, André de Carvalho, Tomás Horváth |
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Pubbl/distr/stampa |
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Hoboken, NJ : , : John Wiley & Sons, , 2019 |
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ISBN |
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1-119-29626-9 |
1-119-29625-0 |
1-119-29629-3 |
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Descrizione fisica |
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1 online resource (392 pages) |
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Disciplina |
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Soggetti |
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Mathematical statistics - Methodology |
Electronic data processing |
Data mining |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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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. |
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