| 000 | 02410cam a2200337 i 4500 | ||
|---|---|---|---|
| 005 | 20260112063332.0 | ||
| 006 | m |o d | | ||
| 007 | cr ||||||||||| | ||
| 010 | _a2019-025015 | ||
| 020 | _a9789357461672 | ||
| 039 |
_a202507030942 _bstaff _c202507030941 _d staff _c202408271716 _d staff _y 202408271711 _z staff |
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| 082 |
_a650.072 _bSHM |
||
| 100 | _aShmueli, Galit | ||
| 245 |
_aData mining for business analytics : _bconcepts, techniques and applications in Python / _cGalit Shmueli, Peter C. Bruce, Peter Gedeck, Nitin R. Patel &O.P.Wali |
||
| 260 |
_aNew Delhi : _bJohn Wiley & Sons, Inc., _c2023. |
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| 300 |
_axxxii, 603 : _bill,; _c27cm |
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| 504 | _aIncludes bibliographical references and index. | ||
| 520 |
_a"This book supplies insightful, detailed guidance on fundamental data mining techniques. The book guides readers through the use of Python software for developing predictive models and techniques in order to describe and find patterns in data. The authors use interesting, real-world examples to build a theoretical and practical understanding of key data mining methods, with a focus on analytics rather than programming. The book includes discussions of Python subroutines, allowing readers to work hands-on with the provided data. Throughout the book, applications of the discussed topics focus on the business problem as motivation and avoid unnecessary statistical theory. Topics covered include time series, text mining, and dimension reduction. Each chapter concludes with exercises that allow readers to expand their comprehension of the presented material. Over a dozen cases that require use of the different data mining techniques are introduced, and a related Web site features over two dozen data sets, exercise solutions, PowerPoint slides, and case solutions"-- _cProvided by publisher. |
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| 588 | _aDescription based on print version record and CIP data provided by publisher. | ||
| 650 |
_aBusiness mathematics _x Computer programs. |
||
| 650 |
_aBusiness _x Data processing. |
||
| 650 | _aData mining. | ||
| 650 | _aPython (Computer program language) | ||
| 700 | _aBruce, Peter C | ||
| 700 | _aGedeck, Peter | ||
| 700 |
_aPatel, Nitin R. _q (Nitin Ratilal) |
||
| 700 | _aWali,O.P | ||
| 991 | _aVIRTUA | ||
| 991 | _aVTLSSORT0060*0070*0080*0100*0200*0820*1000*2450*2600*3000*5040*5200*5880*6500*6501*6502*6503*7000*7001*7002*7003*9992 | ||
| 909 | _a6038 | ||
| 999 |
_c5448 _d5448 |
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