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| 001 | 00014089 | ||
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| 007 | cr |nu|||unuuu | ||
| 008 | 250721s2025 si ob 001 0 eng d | ||
| 040 |
_aWSPC _beng _cWSPC |
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| 020 |
_a9789819803132 _q(ebook) |
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| 020 |
_a9819803136 _q(ebook) |
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| 020 |
_z9789819803125 _q(hbk.) |
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| 050 | 4 |
_aQA76.9.D343 _b.V694 |
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_aCOM _x094000 _2bisacsh |
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| 082 | 0 | 4 |
_a006.312 _223 |
| 049 | _aMAIN | ||
| 100 | 1 | _aVijayakumar, P. | |
| 245 | 1 | 0 |
_aData mining and warehousing techniques with machine learning concepts / _cP Vijayakumar, L Jegatha Deborah. |
| 260 |
_aSingapore : _bWorld Scientific, _c2025. |
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| 300 | _a1 online resource (532 p.) | ||
| 505 | 0 | _aIntroduction -- Data warehousing basic concepts -- Designing data warehouses -- Partitioning and parallelism in data warehouses -- Overview of data mining -- Knowledge representation and knowledge discovery -- Data mining techniques -- Machine learning using classification -- Machine learning using clustering -- Association rules. | |
| 504 | _aIncludes bibliographical references and index. | ||
| 520 |
_a"This unique compendium elaborates the basic perceptions of data warehouses and data mining. The former part of the book covers concepts like introduction to data warehouses, the need for using such data warehouses and key terminologies used in this framework. The latter part of the book covers the data mining concepts and the data mining techniques used in various applications and also explains the machine learning techniques in detail with suitable examples wherever essential. The book is written in simple English and is user-friendly. Each chapter is modeled with several sample scenarios and illustrations wherever necessary. The complete contents of each chapter include chapter technical content, summary, key points to remember, and few case studies for class group discussions and problem-solving. This volume clearly benefits professionals, academicians, data analysts, machine-learning community, undergraduate and postgraduate students"-- _cPublisher's website. |
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| 538 | _aSystem requirements: Adobe Acrobat reader. | ||
| 538 | _aMode of access: World Wide Web. | ||
| 650 | 0 | _aData mining. | |
| 650 | 0 | _aData warehousing. | |
| 655 | 0 | _aElectronic books. | |
| 700 | 1 | _aDeborah, L. Jegatha. | |
| 856 | 4 | 0 | _uhttps://www.worldscientific.com/worldscibooks/10.1142/14089#t=toc |
| 942 | _cE-BOOK | ||
| 999 |
_c49796 _d49796 |
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