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Spark: The Definitive Guide

By Bill Chambers

Spark: The Definitive Guide Computer Science

Spark: The Definitive Guide

Only 2 items left in stock
Description
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. You'll explore the basic operations and common functions of Spark'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, Spark's scalable machine-learning library.Get a gentle overview of big data and SparkLearn about DataFrames, SQL, and Datasets—Spark's core APIs—through worked examplesDive into Spark's low-level APIs, RDDs, and execution of SQL and DataFramesUnderstand how Spark runs on a clusterDebug, monitor, and tune Spark clusters and applicationsLearn the power of Structured Streaming, Spark's stream-processing engineLearn how you can apply MLlib to a variety of problems, including classification or recommendation
Product details
Binding:
Paperback
Edition:
1
Number of Pages:
476
Release Date:
2018-03-08
Publication Date:
2018-04-30
Publisher:
O'Reilly Media
Languages:
Original: English
ISBN10:
1491912219
ISBN13:
9781491912218
GPSR Manufacturer Reference:
[email protected]
Weight:
1052 g
Height:
177 cm
Width:
231 cm
Thickness:
39 cm

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