Data analytics with Hadoop: an introduction for data scientists [First edition] 9781491913703, 1491913703

The age of the data product -- An operating system for big data -- A framework for Python and Hadoop streaming -- In-mem

732 169 6MB

English Pages xvi, 268 pages : illustrations ; 24 cm Year 2016

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Data analytics with Hadoop: an introduction for data scientists [First edition]
9781491913703, 1491913703

Author / Uploaded
Bengfort
Benjamin;Kim
Jenny

Table of contents :
The age of the data product --
An operating system for big data --
A framework for Python and Hadoop streaming --
In-memory computing with Spark --
Distributed analysis and patterns --
Data mining and warehousing --
Data ingestion --
Analytics with higher-level APIs --
Machine learning --
Summary : doing distributed data science.

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