A general introduction to data analytics [electronic resource] / by Jõao Mendes Moreira, André C. P. L. F. de Carvalho, Tomás Horváth.

Bibliographic Details
Main Authors: Moreira, João, 1969- (Author)
Carvalho, André Carlos Ponce de Leon Ferreira (Author)
Horváth, Tomáš, 1976- (Author)
Language:English
Published: Hoboken, NJ : John Wiley & Sons, 2018.
Subjects:
Online Access:
Format: Electronic eBook

MARC

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040 |a DLC   |b eng   |d EBZ 
042 |a pcc 
050 0 0 |a QA276.4 
100 1 |a Moreira, João,  |d 1969-  |e author. 
245 1 2 |a A general introduction to data analytics  |h [electronic resource] /  |c by Jõao Mendes Moreira, André C. P. L. F. de Carvalho, Tomás Horváth. 
264 1 |a Hoboken, NJ :  |b John Wiley & Sons,  |c 2018. 
504 |a Includes bibliographical references and index. 
505 0 |a 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. 
650 0 |a Mathematical statistics  |x Methodology. 
650 0 |a Electronic data processing. 
650 0 |a Data mining. 
700 1 |a Carvalho, André Carlos Ponce de Leon Ferreira,  |e author. 
700 1 |a Horváth, Tomáš,  |d 1976-  |e author. 
773 0 |t Wiley Online Library Online Books   |d Wiley 
773 0 |t Wiley Frontlist All Obook 2018   |d Wiley 
773 0 |t Wiley Obooks 2011 to Present   |d Wiley 
776 0 8 |i Print version:  |a Moreira, João, 1969- author.  |t General introduction to data analytics  |d Hoboken, NJ : John Wiley & Sons, 2018  |z 9781119296249  |w (DLC) 2017060728 
856 4 0 |y Access Content Online(from Wiley Online Library Online Books)  |u https://ezproxy.msu.edu/login?url=https://onlinelibrary.wiley.com/doi/book/10.1002/9781119296294  |z Wiley Online Library Online Books: 2018 
856 4 0 |y Access Content Online(from Wiley Frontlist All Obook 2018)  |u https://ezproxy.msu.edu/login?url=https://onlinelibrary.wiley.com/doi/book/10.1002/9781119296294  |z Wiley Frontlist All Obook 2018: 2018 
856 4 0 |y Access Content Online(from Wiley Obooks 2011 to Present)  |u https://ezproxy.msu.edu/login?url=https://onlinelibrary.wiley.com/doi/book/10.1002/9781119296294  |z Wiley Obooks 2011 to Present: 2018