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010 a| 2020002998;

020 a| 9780262044691q| (hardcover);

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049 a| EREEa| NEHH;

050 00 a| Q325.5b| .K455 2020;

082 00 a| 519.2/8702856312| 23;

100 1 a| Kelleher, John D.,d| 1974-=| ^A1283950;

245 10 a| Fundamentals of machine learning for predictive data analyticsh| [electronic resource] :b| algorithms, worked examples, and case studies /c| John D. Kelleher, Brian MacNamee and Aoife D'Arcy.;

250 a| Second edition.;

260 a| Cambridge, Massachusetts :b| The MIT Press,c| 2020.;

300 a| liv, 798 pages :b| illustrations ;c| 25 cm;

504 a| Includes bibliographical references and index.;

506 a| Available only to authorized users.;

520 a| "A comprehensive introduction to the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications"--c| Provided by publisher.;

538 a| Mode of access: World Wide Web;

650 0 a| Machine learning.=| ^A145211;

650 0 a| Data mining.=| ^A408868;

650 0 a| Prediction theory.=| ^A6714;

655 0 a| Electronic books.=| ^A491897;

700 1 a| Mac Namee, Brian.=| ^A1473446;

700 1 a| D'Arcy, Aoife,d| 1978-=| ^A1283951;

856 40 z| Full text available from eBooks on EBSCOhostu| https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2371182&scope=site&custid=s5822723&authtype=ip,shib;

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999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 6476043-3001l| MNETm| JMUSICr| Ys| Yt| MNESSBKu| 9/14/2024x| EBOOKz| JERESOURCE;

Fundamentals of machine learning for predictive data analytics algorithms, worked examples, and case studies / John D. Kelleher, Brian MacNamee and Aoife D'Arcy.

Author/creator	Kelleher, John D., 1974-
Other author	Mac Namee, Brian.
Other author	D'Arcy, Aoife, 1978-
Format	Electronic
Edition	Second edition.
Publication Info	Cambridge, Massachusetts : The MIT Press, 2020.
Description	liv, 798 pages : illustrations ; 25 cm
Supplemental Content	Full text available from eBooks on EBSCOhost
Subjects	Machine learning. Data mining. Prediction theory.

Abstract	"A comprehensive introduction to the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications"-- Provided by publisher.
Bibliography note	Includes bibliographical references and index.
Access restriction	Available only to authorized users.
Technical details	Mode of access: World Wide Web
Genre/form	Electronic books.
LCCN	2020002998
ISBN	9780262044691 (hardcover)

Fundamentals of machine learning for predictive data analytics algorithms, worked examples, and case studies / John D. Kelleher, Brian MacNamee and Aoife D'Arcy.

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