000 02697cam a22004457i 4500
001 18238704
003 OSt
005 20230202080404.0
008 140723s2015 inua b 001 0 eng d
010 _a 2014946681
020 _a9781118876138
035 _a(OCoLC)ocn903483226
040 _c111
042 _alccopycat
050 0 0 _aQA76.9.D343
_bD382 2015
082 0 4 _a006.312
_222
245 0 0 _aData science & big data analytics: discovering, 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 _3Contributor biographical information
_uhttps://www.loc.gov/catdir/enhancements/fy1617/2014946681-b.html
856 4 2 _3Publisher description
_uhttps://www.loc.gov/catdir/enhancements/fy1617/2014946681-d.html
856 4 1 _3Table of contents only
_uhttps://www.loc.gov/catdir/enhancements/fy1617/2014946681-t.html
942 _2ddc
_cBK
_n0
999 _c30744
_d30744