Description
aPress Beginning Apache Spark 2 by Hien Luu
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 to Apache Spark and shows you how to work with it.Along the way youll discover resilient distributed datasets (RDDs); use Spark SQL for structured data; and learn stream processing and build realtime applications with Spark Structured Streaming. Furthermore youll 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. What You Will Learn Understand Spark unified data processing platformHow to run Spark in Spark Shell or Databricks Use and manipulate RDDs Deal with structured data using Spark SQL through its operations and advanced functionsBuild realtime applications using Spark Structured StreamingDevelop intelligent applications with the Spark Machine Learning libraryWho This Book Is ForProgrammers and developers active in big data Hadoop and Java but who are new to the Apache Spark platform.show more