What This Book Covers

Chapter 1, A First Taste and What's New in Apache Spark V2, provides an overview of Apache Spark, the functionality that is available within its modules, and how it can be extended. It covers the tools available in the Apache Spark ecosystem outside the standard Apache Spark modules for processing and storage. It also provides tips on performance tuning.

Chapter 2, Apache Spark Streaming, talks about continuous applications using Apache Spark Streaming. You will learn how to incrementally process data and create actionable insights.

Chapter 3, Structured Streaming, talks about Structured Streaming – a new way of defining continuous applications using the DataFrame and Dataset APIs.

Chapter 4, Apache Spark MLlib, introduces ...

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