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| 999 |
_c1631 _d1631 |
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| 001 | 21229736 | ||
| 003 | OSt | ||
| 005 | 20231204140021.0 | ||
| 006 | m |o d | | ||
| 007 | cr ||||||||||| | ||
| 008 | 191003s2020 enk ob 001 0 eng | ||
| 010 | _a 2019037294 | ||
| 020 |
_a9781108564175 _q(epub) |
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| 020 |
_z9781108473989 _q(hardback) |
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| 040 |
_aDLC _beng _cinaya medical colleges _erda |
||
| 042 | _apcc | ||
| 050 | 0 | 0 | _aQA76.9.D343 |
| 082 | 0 | 0 |
_a006.312 _223 |
| 100 | 1 |
_aZaki, Mohammed J., _d1971- _eauthor. |
|
| 240 | 1 | 0 | _aData mining and analysis |
| 245 | 1 | 0 |
_aData mining and machine learning : _bfundamental concepts and algorithms / _cMohammed J. Zaki, Wagner Meira, Jr. |
| 263 | _a1912 | ||
| 264 | 1 |
_aCambridge, United Kingdom ; New York, NY : _bCambridge University Press, _c2020. |
|
| 300 | _a1 online resource | ||
| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
||
| 338 |
_aonline resource _bcr _2rdacarrier |
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| 500 | _aRevised edition of: Data mining and analysis. 2014. | ||
| 504 | _aIncludes bibliographical references and index. | ||
| 520 |
_a"The fundamental algorithms in data mining and machine learning form the basis of data science, utilizing automated methods to analyze patterns and models for all kinds of data in applications ranging from scientific discovery to business analytics. This textbook for senior undergraduate and graduate courses provides a comprehensive, in-depth overview of data mining, machine learning and statistics, offering solid guidance for students, researchers, and practitioners. The book lays the foundations of data analysis, pattern mining, clustering, classification and regression, with a focus on the algorithms and the underlying algebraic, geometric, and probabilistic concepts.New to this second edition is an entire part devoted to regression methods, including neural networks and deep learning"-- _cProvided by publisher. |
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| 588 | _aDescription based on print version record and CIP data provided by publisher; resource not viewed. | ||
| 650 | 0 | _aData mining. | |
| 700 | 1 |
_aMeira, Wagner, _d1967- _eauthor. |
|
| 776 | 0 | 8 |
_iPrint version: _aZaki, Mohammed J., 1971- _tData mining and machine learning _dCambridge, United Kingdom ; New York, NY : Cambridge University Press, 2020. _z9781108473989 _w(DLC) 2019037293 |
| 906 |
_a7 _bcbc _corignew _d1 _eecip _f20 _gy-gencatlg |
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| 942 |
_2ddc _cBK |
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