Beginning Apache Spark 2 (PDF)

Name: Beginning Apache Spark 2
Brand: Springer-Verlag GmbH
SKU: 105767347
Price: 46.99 EUR
Availability: OnlineOnly

With Resilient Distributed Datasets, Spark SQL, Structured Streaming and Spark Machine Learning library (Sprache: Englisch)

Autor: Hien Luu

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Develop applications for the big data landscape with Spark and Hadoop. This book also explains the role of Spark in developing scalable machine learning and analytics applications with Cloud technologies. Beginning Apache Spark 2 gives you an introduction...

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Along the way, you'll discover resilient distributed datasets (RDDs); use Spark SQL for structured data; and learn stream processing and build real-time applications with Spark Structured Streaming. Furthermore, you'll learn the fundamentals of Spark ML for machine learning and much more.

After you read this book, you will have the fundamentals to become proficient in using Apache Spark and know when and how to apply it to your big data applications.

You will:

Understand Spark unified data processing platform
Use and manipulate RDDs
Deal with structured data using Spark SQL
Build real-time applications using Spark Structured Streaming
Develop intelligent applications with the Spark Machine Learning library

Autoren-Porträt von Hien Luu

Hien Luu has extensive experience in designing and building big data applications and scalable web-based applications. He is particularly passionate about the intersection between big data and machine learning. Hien enjoys working with open source software and has contributed to Apache Pig and Azkaban. Teaching is also one of his passions, and he serves as an instructor at the UCSC Silicon Valley Extension school teaching Apache Spark. He has given presentations at various conferences such a QCon SF, QCon London, Seattle Data Day, Hadoop Summit, and JavaOne.