000 02718cam a22004097i 4500
003 OSt
005 20250711073733.0
020 _a9781118876138
_q(hbk.)
040 _aCDX
_beng
_cCDX
_erda
_dMNY
_dMEAUC
_dYDXCP
_dBDX
_dBTCTA
_dJRZ
_dCCX
_dOCLCF
_dOCLCO
_dXBM
_dOCLCQ
_dAHS
_dIBI
_dCHVBK
_dDLC
041 _aEng
042 _alccopycat
050 0 0 _aQA76.9.D343
_bD382 2015
245 0 0 _aData science & big data analytics :
_bdiscovering, analyzing, visualizing and presenting data /
_cEMC Education Services ; key contributors David Dietrich, Barry Heller, Beibei Yang.
246 3 _aData science and big data analytics
264 1 _aIndianapolis, IN :
_bWiley,
_c[2015]
264 4 _c©2015
300 _axviii, 410 pages :
_billustrations (some color) ;
_c25 cm
336 _atext
_btxt
_2rdacontent
337 _aunmediated
_bn
_2rdamedia
338 _avolume
_bnc
_2rdacarrier
504 _aIncludes bibliographical references and index.
505 0 _a1. Introduction to big data analytics -- 2. Data analytics lifecycle -- 3. Review of basic data analytic methods using R -- 4. Advanced analytical theory and methods: clustering -- 5. Advanced analytical theory and methods: association rules -- 6. Advanced analytical theory and methods: regression -- 7. Advanced analytical theory and methods: classification -- 8. Advanced analytical theory and methods: time series analysis -- 9. Advanced analytical theory and methods: text analysis -- 10. Advanced analytics, technology and tools: MapReduce and Hadoop -- 11. Advanced analytics, technology and tools: in-database analytics -- 12. The endgame, or putting it all together.
520 _aThis book is about harnessing the power of data for new insights. The book covers the breadth of activities, methods, and tools that data scientists use. The content focuses on concepts, principles and practical applications that are relevant to any industry and technology environment.--
_cFrom publisher's description.
650 0 _aData mining.
650 0 _aBig data.
650 0 _aQuantitative research.
700 1 _aDietrich, David
_c(Computer scientist),
_econtributor.
700 1 _aHeller, Barry,
_econtributor.
700 1 _aYang, Beibei,
_econtributor.
710 2 _aEMC Education Services.
856 4 2 _uhttps://www.loc.gov/catdir/enhancements/fy1617/2014946681-b.html
856 4 2 _uhttps://www.loc.gov/catdir/enhancements/fy1617/2014946681-d.html
856 4 1 _uhttps://www.loc.gov/catdir/enhancements/fy1617/2014946681-t.html
906 _a7
_bcbc
_ccopycat
_d2
_eepcn
_f20
_gy-gencatlg
942 _2lcc
_cBK
999 _c4631
_d4631