| 000 | 02549cam a22003735a 4500 | ||
|---|---|---|---|
| 001 | 18238704 | ||
| 005 | 20161018124729.0 | ||
| 008 | 140723t2015 inua frb 001 0 eng d | ||
| 010 | _a 2014946681 | ||
| 020 | _a9781118876138 | ||
| 035 | _a(OCoLC)ocn903483226 | ||
| 040 |
_aCDX _beng _cCDX _erda _dMNY _dMEAUC _dYDXCP _dBDX _dBTCTA _dJRZ _dCCX _dOCLCF _dOCLCO _dXBM _dOCLCQ _dAHS _dIBI _dCHVBK _dDLC _dEG-ScBUE |
||
| 082 | 0 | 4 |
_a006.312 _bDAT _222 |
| 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 | |
| 260 |
_aIndianpolis : _bJohn Wiley & Sons, _cc.2015. |
||
| 300 |
_axviii, 410 p. : _bill. (some col.) ; _c25 cm. |
||
| 490 | 0 |
_aEMC ; _v2 |
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| 500 | _aIndex : p. 398-410. | ||
| 504 | _aIncludes bibliographical references. | ||
| 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.-- | ||
| 650 | 7 |
_aData mining. _2BUEsh _927695 |
|
| 650 | 7 |
_aBig data. _2BUEsh _936502 |
|
| 651 | _2BUEsh | ||
| 653 |
_bCOMSCI _cOctober2016 |
||
| 650 | 0 |
_912353 _aQuantitative research _2BUEsh |
|
| 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 | ||
| 999 |
_c22649 _d22621 |
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