Data algorithms / Mahmoud Parsian.
Material type: TextPublication details: Beijing : O'Reily ; c. 2015.Edition: 1st edDescription: xxxvii, 737 p. : ill. ; 23 cmOther title:- Data algorithms : recipes for scaling up with Hadoop and Spark [Cover title]
- 004 22 PAR
Item type | Current library | Collection | Call number | Vol info | Status | Date due | Barcode | Item holds |
---|---|---|---|---|---|---|---|---|
Book - Borrowing | Central Library Lower Floor | Academic Bookshop | 004 PAR (Browse shelf(Opens below)) | 9128 | Available | 000034460 |
Includes bibliographic references (page 721-723) and index.
Secondary 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.
shima
There are no comments on this title.