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003 | BD-DhAAL | ||
005 | 20211109102537.0 | ||
008 | 180916t20142014flua b 001 0 eng d | ||
010 | _a 2013478678 | ||
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_aGBB257349 _2bnb |
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016 | 7 |
_a016629215 _2Uk |
|
016 | 7 |
_a016103202 _2Uk |
|
020 | _a1439890706 | ||
020 | _a9781439890707 | ||
035 | _a(OCoLC)ocn870509659 | ||
040 |
_aCDX _beng _cCDX _erda _dUKMGB _dYDXCP _dBTCTA _dSINLB _dOCLCO _dCRCPR _dOCLCQ _dTXI _dOCLCO _dOCLCQ _dDLC _dBD-DhAAL |
||
042 | _alccopycat | ||
050 | 0 | 0 |
_aHD38.7 _b.D37 2014 |
082 | 0 | 4 | _a658.472 |
100 | 1 |
_aDas, Subrata Kumar _928188 |
|
245 | 1 | 0 |
_aComputational business analytics / _cSubrata Das Machine Analytics, Inc. Belmont, Massachusetts, USA. |
260 |
_aBoca Raton : _bCRC Press, Taylor & Francis Group, _cc2014 |
||
300 |
_axxiv, 490 pages : _billustrations ; _c24 cm. |
||
490 | 1 | _aChapman & Hall/CRC data mining and knowledge discovery series | |
504 | _aIncludes bibliographical references (pages 463-477) and index. | ||
505 | 0 | _aChapter 1. Analytics background and architectures -- chapter 2. Mathematical and statistical preliminaries -- chapter 3. Statistics for descriptive analytics -- chapter 4. Bayesian probability and inference -- chapter 5. Inferential statistics and predictive analytics -- chapter 6. Artificial intelligence for symbolic analytics -- chapter 7. Probabilistic graphical modeling -- chapter 8. Decision support and prescriptive analytics -- chapter 9. Time series modeling and forecasting -- chapter 10. Monte Carlo simulation -- chapter 11. Cluster analysis and segmentation -- chapter 12. Machine learning for analytics models -- chapter 13. Unstructured data and text analytics -- chapter 14. Semantic web -- chapter 15. Analytics tools -- chapter 16. Analytics case studies. | |
526 | _aCSE | ||
650 | 0 |
_aBusiness intelligence _xData processing. _928189 |
|
650 | 0 |
_aStrategic planning _xData processing. _928190 |
|
650 | 0 |
_aBusiness _xComputer programs. _928191 |
|
650 | 0 |
_aBusiness requirements analysis. _928192 |
|
650 | 0 |
_aComputer science. _942461 |
|
830 | 0 |
_aChapman & Hall/CRC data mining and knowledge discovery series. _928193 |
|
852 |
_aAyesha Abed Library _cGeneral Stacks |
||
942 |
_2ddc _cBK |