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portada Spark - the Definitive Guide
Type
Physical Book
Author
Publisher
Year
2018
Language
English
Pages
606
Format
Paperback
Dimensions
23.1x17.5x3 cm
Weight
0.91 kg.
ISBN13
9781491912218
Edition No.
1
Categories

Spark - the Definitive Guide

Bill Chambers (Author) · Matei Zaharia (Author) · O'Reilly Media · Paperback

Spark - the Definitive Guide - Chambers, Bill ; Zaharia, Matei

New Book Imported to South Africa
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Synopsis "Spark - the Definitive Guide "

Learn how to use, deploy, and maintain Apache Spark with this comprehensive guide, written by the creators of the open-source cluster-computing framework. With an emphasis on improvements and new features in Spark 2.0, authors Bill Chambers and Matei Zaharia break down Spark topics into distinct sections, each with unique goals. Youâ ll explore the basic operations and common functions of Sparkâ s structured APIs, as well as Structured Streaming, a new high-level API for building end-to-end streaming applications. Developers and system administrators will learn the fundamentals of monitoring, tuning, and debugging Spark, and explore machine learning techniques and scenarios for employing MLlib, Sparkâ s scalable machine-learning library. Get a gentle overview of big data and Spark Learn about DataFrames, SQL, and Datasetsâ Sparkâ s core APIsâ through worked examples Dive into Sparkâ s low-level APIs, RDDs, and execution of SQL and DataFrames Understand how Spark runs on a cluster Debug, monitor, and tune Spark clusters and applications Learn the power of Structured Streaming, Sparkâ s stream-processing engine Learn how you can apply MLlib to a variety of problems, including classification or recommendation

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