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A survey of open source tools for machine learning with big data in the Hadoop ecosystem

A survey of open source tools for machine learning with big data in the Hadoop ecosystem

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_1987955424

A survey of open source tools for machine learning with big data in the Hadoop ecosystem

About this item

Full title

A survey of open source tools for machine learning with big data in the Hadoop ecosystem

Publisher

Cham: Springer International Publishing

Journal title

Journal of big data, 2015-11, Vol.2 (1), p.1-36, Article 24

Language

English

Formats

Publication information

Publisher

Cham: Springer International Publishing

More information

Scope and Contents

Contents

With an ever-increasing amount of options, the task of selecting machine learning tools for big data can be difficult. The available tools have advantages and drawbacks, and many have overlapping uses. The world’s data is growing rapidly, and traditional tools for machine learning are becoming insufficient as we move towards distributed and real-ti...

Alternative Titles

Full title

A survey of open source tools for machine learning with big data in the Hadoop ecosystem

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_1987955424

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_1987955424

Other Identifiers

ISSN

2196-1115

E-ISSN

2196-1115

DOI

10.1186/s40537-015-0032-1

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