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Principles and practice of big data : preparing, sharing, and analyzing complex information / Jules J. Berman.

By: Berman, Jules J
Call number: 005.7 B516P 2018 Material type: materialTypeLabelBookPublisher: London, U.K. ; San Diego, Calif. : Academic Press/Elsevier, c2018. Edition: 2nd ed.Description: xxviii, 452 p. : ill.ISBN: 9780128156094 (pbk.).Subject(s): Big data
Contents:
Introduction -- Providing structure to unstructured data -- Identification, deidentification, and reidentification -- Metadata, semantics, and triples -- Classifications and ontologies -- Introspection -- Standards and data integration -- Immutability and immortality -- Assessing the adequacy of a big data resource -- Measurement -- Indispensable tips for fast and simple big data analysis -- Finding the clues in large collections of data -- Using random numbers to knock your big data analytic problems down to size -- Special considerations in big data analysis -- Big data failures and how to avoid (some of) them -- Data reanalysis : much more important than analysis -- Repurposing big data -- Data sharing and data security -- Legalities -- Societal issues.
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Item type Location Call number Status Date due Copy No. Barcode
หนังสือทั่วไป CL_General Book 005.7 B516P 2018 (Browse shelf) Available 1 1000190723

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