000 | 01733cam a22002895a 4500 | ||
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008 | 161024b xxu||||| |||| 00| 0 eng d | ||
040 |
_bENG _dEG-ScBUE |
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082 | 0 | 4 |
_a004 _222 _bPAR |
100 | 1 |
_aParsian, Mahmoud, _eauthor. |
|
245 | 1 | 0 |
_aData algorithms / _cMahmoud Parsian. |
246 | 1 | 4 | _aData algorithms : recipes for scaling up with Hadoop and Spark |
250 | _a1st ed. | ||
260 |
_aBeijing : _bO'Reily ; _cc. 2015. |
||
300 |
_axxxvii, 737 p. : _bill. ; _c23 cm. |
||
500 | _aIncludes bibliographic references (page 721-723) and index. | ||
505 | 0 | _aSecondary sort : introduction -- Secondary sort : a detailed example -- Top 10 list -- Left outer join -- Order inversion -- Moving average -- Market basket analysis -- Common friends -- Recommendation engines using MapReduce -- Content-based recommendation : movies -- Smarter email marketing with the Markov Model -- K-means clustering -- k-nearest neighbors -- Naive bayes -- Sentiment analysis -- Finding, counting, and listing all triangles in large graphs -- K-mer counting -- DNA sequencing -- Cox regression -- Cochran-Armitage test for trend -- Allelic frequency -- The T-test -- Pearson correlation -- DNA base count -- RNA sequencing -- Gene aggregation -- Linear regression -- MapReduce and monoids -- The small files problem -- Huge cache for MapReduce -- The bloom filter. | |
590 | _ashima | ||
630 | 0 | 0 | _aApache Hadoop. |
630 | 0 | 0 | _aSPARK (Electronic resource) |
650 | 7 |
_aApache Hadoop _2BUEsh |
|
650 | 7 |
_aComputer programming. _2BUEsh |
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651 | _2BUEsh | ||
653 |
_bCOMSCI _cOctober2016 |
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906 |
_a7 _bcbc _ccopycat _d2 _encip _f20 _gy-gencatlg |
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999 |
_c22837 _d22809 |