Spark in Action

Petar Zecevic

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Sprache: Englisch

Verlag: Manning Publications, 2016

1617292605 / 9781617292606

Serie: Buch 99 von 182 - In Action

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Artikelbeschreibung des Verkäufers

Working with big data can be complex and challenging, in part because of the multiple analysis frameworks and tools required. Apache Spark is a big data processing framework perfect for analyzing near-real-time streams and discovering historical patterns in batched data sets. But Spark goes much further than other frameworks. By including machine learning and graph processing capabilities, it makes many specialized data processing platforms obsolete. Spark's unified framework and programming model significantly lowers the initial infrastructure investment, and Spark's core abstractions are intuitive for most Scala, Java, and Python developers.   Spark in Action teaches readers to use Spark for stream and batch data processing. It starts with an introduction to the Spark architecture and ecosystem followed by a taste of Spark's command line interface. Readers then discover the most fundamental concepts and abstractions of Spark, particularly Resilient Distributed Datasets (RDDs) and the basic data transformations that RDDs provide. The first part of the book covers writing Spark applications using the the core APIs. Readers also learn how to work with structured data using Spark SQL, how to process near-real time data with Spark Streaming, how to apply machine learning algorithms with Spark MLlib, how to apply graph algorithms on graph-shaped data using Spark GraphX, and an introduction to Spark clustering.   Key Features: ? Clear introduction to Spark ? Teaches how to ingest near real-time data ? Gaining value from big data ? Includes real-life case studies   AUDIENCE Readers should be familiar with Java, Scala, or Python. No knowledge of Spark or streaming operations is assumed, but some acquaintance with machine learning is helpful.   ABOUT THE TECHNOLOGY Apache Spark is a big data processing framework perfect for analyzing near-real-time streams and discovering historical patterns in batched data sets. Spark also offers machine learning and graph processing capabilities.…

Bestandsnummer des Verkäufers 00089516545

Titel
Spark in Action
Autor
Petar Zecevic
Verlag
Manning Publications
Erscheinungsjahr
2016
Zustand
Good
Einband
Paperback
Sprache
Englisch
ISBN-10
1617292605
ISBN-13
9781617292606
Serie
Buch 99 von 182: In Action

World of Books (was SecondSale)

Montgomery, IL, USA

Verkäufer/-in mit 5 Sternen

Verkäufer:in bei ZVAB seit 20. Dezember 2007

Versandkosten innerhalb von USA

Artikel4 bis 12 Werktage3 bis 6 Werktage
Erster ArtikelEUR 0,00EUR 9,78
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