December 2018
Intermediate to advanced
274 pages
7h 46m
English
Content preview from Machine Learning for Mobile
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What is big data?
Big data usually includes datasets with sizes beyond the ability of commonly used software tools to capture, manage, and handle them.
Big data is characterized by the three Vs, proposed by Gartner in 2001:
- Volume: The amount of data is enormous and increasing
- Velocity: The rate at which the data is accumulated is rapid and increasing
- Variety: The number of features/characteristics being captured is large and growing
Gartner's 2012 definition reads: Big data is high volume, high velocity, and/or high variety information assets that require new forms of processing to enable enhanced decision making, insight discovery and process optimization.
Big data can comprise big data systems, big data analytics, and big datasets.
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