000 03467cam a2200433 i 4500
999 _c10609
_d10609
001 18053182
005 20230606063501.0
008 140303s2014 njua b 001 0 eng d
010 _a 2014005823
020 _a9781118618042 (hardback)
040 _aDLC
_beng
_cDLC
_erda
_dDLC
042 _apcc
050 0 0 _aHD30.2
_b.D39 2014
082 0 0 _a658.05631
_223
_bD.J.B
084 _aCOM021030
_2bisacsh
100 1 _aDean, Jared,
_d1978-
_eauthor
_933312
245 1 0 _aBig data, data mining and machine learning :
_bvalue creation for business leaders and practitioners /
_cJared Dean.
264 1 _aHoboken, New Jersey :
_bJohn Wiley and Sons, Inc.,
_c[2014]
300 _axix, 265 pages :
_billustrations ;
_c24 cm.
336 _atext
_2rdacontent
337 _aunmediated
_2rdamedia
338 _avolume
_2rdacarrier
490 0 _aWiley & SAS business series
500 _aengineering bookfair2016
504 _aIncludes bibliographical references (pages 247-251) and index.
505 0 _aHardware -- Distributed systems -- Analytical tools -- Predictive modeling -- Common predictive modeling techniques -- Segmentation -- Incremental response modeling -- Time series date mining -- Recommendation systems -- Text analytics -- Case study of a large U.S.-based financial services company -- Case study of a major health care provider -- Case study of a technology manufacturer -- Case study of online brand management -- Case study of mobile application recommendations -- Case study of a high-tech product manufacturer -- Looking to the future.
520 _a"An expert guide to high performance computing architectures and how they relate to analytics and data miningWith the exponential growth of data comes an ever-increasing need to process and analyze so-called Big Data. High Performance Data Mining and Big Data Analytics provides a comprehensive view of the recent trend toward high performance computing architectures and its natural connection to analytics and data mining. You'll find coverage of topics including: big data, high performance computing for analytics, massively parallel processing (MPP) databases, in-memory analytics, implementation of machine learning algorithms for big data platforms, text analytics, analytics environments, the analytics lifecycle, general applications, as well as a variety of cases. Offers coverage of business analytics, predictive modeling, and fact-based management Includes case studies featuring multinational companies Explores recent trends in high performance computing architectures relating to data mining Filled with case studies, High Performance Data Mining and Big Data Analytics provides a thorough grounding for optimally putting data mining and big data analytics to work for your organization"--
_cProvided by publisher.
650 0 _aManagement
_xData processing.
650 0 _aData mining.
650 0 _aBig data.
650 0 _aDatabase management.
650 0 _aInformation technology
_xManagement.
650 7 _aCOMPUTERS / Database Management / Data Mining.
_2bisacsh
776 0 8 _iOnline version:
_aDean, Jared, 1978-
_tHigh performance data mining and machine learning
_dHoboken, New Jersey : John Wiley and Sons, Inc., [2014]
_z9781118920695
_w(DLC) 2014009116
906 _a7
_bcbc
_corignew
_d1
_eecip
_f20
_gy-gencatlg
942 _2ddc
_cBK