EAN: 9781491912218

SPARK THE DEFINITIVE GUIDE - BILL CHAMBERS MATE...

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 Spark Learn about DataFrames  SQL  and Datasets—Spark's core
APIs—through worked examples Dive into Spark'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  Spark's stream-processing engine Learn
how you can apply MLlib to a variety of problems  including classification or recommendation

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