Books Details
Author : Bill Chambers Pages : 606 pages Publisher : O'Reilly
Media Language : ISBN-10 : 1491912219 ISBN-13 : 9781491912218
Books Descriptions
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,
