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 |
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999 |
_c30744 _d30744 |