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LEADER 02150cam 2200457 i 4500

001 ocn897510689;

003 OCoLC;

005 20151010051023.2;

008 141201s2015 maua b 001 0 eng ;

010 a| 2014046123;

020 a| 9780262029445 (hardcover : alk. paper);

020 a| 0262029448 (hardcover : alk. paper);

035 a| (Sirsi) 99966034473;

035 a| 99966034473;

035 a| (OCoLC)897510689;

042 a| pcc;

050 00 a| Q325.5b| .K455 2015;

082 00 a| 006.3/12| 23;

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

245 10 a| Fundamentals of machine learning for predictive data analytics :b| algorithms, worked examples, and case studies /c| John D. Kelleher, Brian Mac Namee, Aoife D'Arcy.;

264 1 a| Cambridge, Massachusetts :b| The MIT Press,c| [2015];

300 a| xxii, 595 pages :b| illustrations ;c| 24 cm;

336 a| textb| txt2| rdacontent;

337 a| unmediatedb| n2| rdamedia;

338 a| volumeb| nc2| rdacarrier;

504 a| Includes bibliographical references (pages 557-563) and index.;

505 0 a| Machine learning for predictive data analytics -- Data to insights to decisions -- Data exploration -- Information-based learning -- Similarity-based learning -- Probability-based learning -- Error-based learning -- Evaluation -- Case study : customer churn -- Case study : galaxy classification -- The art of machine learning for predictive data analytics.;

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

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

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

650 7 a| Data mining.2| fast0| (OCoLC)fst00887946;

650 7 a| Machine learning.2| fast0| (OCoLC)fst01004795;

650 7 a| Prediction theory.2| fast0| (OCoLC)fst01075037;

700 1 a| Mac Namee, Brian,d| 1978-?| UNAUTHORIZED;

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

949 i| 30372016611482o| jjlm;

960 o| 1s| 74.00t| Joyner48u| JETCz| USD;

596 a| 1;

998 a| 4361797;

999 a| Q325.5 .K455 2015w| LCc| 1i| 30372016611482d| 5/14/2020e| 3/4/2020l| JGESm| JOYNERn| 4r| Ys| Yt| JGESBKu| 3/17/2016x| BOOKz| JSTACKSo| .STAFF. jjlm;

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

Author/creator	Kelleher, John D., 1974-
Other author	Mac Namee, Brian, 1978-
Other author	D'Arcy, Aoife, 1978-
Format	Book
Publication	Cambridge, Massachusetts : The MIT Press, [2015]
Description	xxii, 595 pages : illustrations ; 24 cm
Subjects	Machine learning. Data mining. Prediction theory.

Contents	Machine learning for predictive data analytics -- Data to insights to decisions -- Data exploration -- Information-based learning -- Similarity-based learning -- Probability-based learning -- Error-based learning -- Evaluation -- Case study : customer churn -- Case study : galaxy classification -- The art of machine learning for predictive data analytics.
Bibliography note	Includes bibliographical references (pages 557-563) and index.
LCCN	2014046123
ISBN	9780262029445 (hardcover : alk. paper)
ISBN	0262029448 (hardcover : alk. paper)

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Library	Location	Call Number	Status	Item Actions
Joyner	General Stacks	Q325.5 .K455 2015	✔ Available	Place Hold

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

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