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Learn to use, deploy, and keep Apache Spark with this complete information, written by the creators of the open-source cluster-computing framework. With an emphasis on enhancements and new options in Spark 2.0, authors Invoice Chambers and Matei Zaharia break down Spark matters into distinct sections, every with distinctive objectives.
Youâ??ll discover the fundamental operations and customary capabilities of Sparkâ??s structured APIs, in addition to Structured Streaming, a brand new high-level API for constructing end-to-end streaming purposes. Builders and system directors will study the basics of monitoring, tuning, and debugging Spark, and discover machine studying strategies and eventualities for using MLlib, Sparkâ??s scalable machine-learning library.
Get a mild overview of massive information and Spark
Study DataFrames, SQL, and Datasetsâ??Sparkâ??s core APIsâ??via labored examples
Dive into Sparkâ??s low-level APIs, RDDs, and execution of SQL and DataFrames
Perceive how Spark runs on a cluster
Debug, monitor, and tune Spark clusters and purposes
Be taught the facility of Structured Streaming, Sparkâ??s stream-processing engine
Be taught how one can apply MLlib to a wide range of issues, together with classification or suggestion
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Writer : O’Reilly Media; 1st version (April 3, 2018)
Language : English
Paperback : 603 pages
ISBN-10 : 1491912219
ISBN-13 : 978-1491912218
Merchandise Weight : 1.47 kilos
Dimensions : 7 x 1.22 x 9.19 inches