Learning Apache Spark 2
Apache Spark is one of the most popular Big Data processing frameworks today, delivering speed, accuracy and real-time results – all in one solution. With this book, you will delve into the world of Apache Spark and learn about the new features introduced in Spark 2, along with the architecture and the associated concepts. A comprehensive guide to Apache Spark 2 for beginners, this book covers everything you need to know to get up and running with Big Data processing, machine learning and stream processing with Apache Spark, and allows you to easily understand each of these concepts through real-world examples.
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Difficulty Level
Intermediate
Completion Time
11h52m
Language
English
About Book
Who Is This Book For?
This book is intended for aspiring Big Data professionals and anyone who wants to get started with Apache Spark for Big Data processing and analytics. If you’ve worked with Apache Spark before and want to get familiarized with the new features introduced in Spark 2, this book will also help you. Some fundamental understanding of Big Data concepts and knowledge of Scala programming is required to get the best out of this book.
Learning Apache Spark 2
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 11h52m total length
Getting Started – Architecture & Installation
Transformation and Actions with Spark RDDs
ELT with Spark
Spark SQL
Spark Streaming
Machine Learning with Spark
GraphX
Operating in Clustered Mode
Building a recommendation System
Predicting customer churn
There's more with Spark
Related Resources
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