000			02889cam a22004577i 4500
003			BD-DhUISLM
005			20221205104131.0
008			140723s2015 inua b 001 0 eng d
010			_a 2014946681
020			_a9781118876138 _q(hbk.)
020			_a111887613X _q(hbk.)
035			_a(OCoLC)ocn903483226
040			_aCDX _beng _cCDX _erda _dMNY _dMEAUC _dYDXCP _dBDX _dBTCTA _dJRZ _dCCX _dOCLCF _dOCLCO _dXBM _dOCLCQ _dAHS _dIBI _dCHVBK _dDLC
042			_alccopycat
050	0	0	_aQA76.9.D343 _bD382 2015
082	0	4	_a006.312 _223 _bDAT
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	_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
906			_a7 _bcbc _ccopycat _d2 _eepcn _f20 _gy-gencatlg
942			_2ddc _cBK
955			_brk07 2016-05-25 z-processor _irk07 2016-05-27 to CALM
999			_c778 _d778