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What you will learn

Install and configure Apache Spark with various cluster managers

Set up development environments

Perform interactive queries using Spark SQL

Get to grips with realtime streaming analytics using Spark Streaming

Master supervised learning and unsupervised learning using MLlib

Build a recommendation engine using MLlib

Develop a set of common applications or project types, and solutions that solve complex big data problems

Use Apache Spark as your single big data compute platform and master its libraries

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Spark Cookbook

Jul 2015 226 pages

4.4 (18)

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Amazon verified reviews

Amazon Customer Nov 03, 2016

A simple book to get you started on Spark. Way to go for students. Well organized.

Amazon Verified review

CP95 Nov 02, 2016

Accurate Concepts and IdeasConciseVery Easy to understandVery Helpful Real Time examplesWell-WrittenWell-FormattedAttractive to ReadI totally recommend this book. I tried to solve a programming problem for a week and with this book I understood how to fix it in about half an hour. I read the whole book and practice all the examples which are mention it is very easy to understand and the examples are also easy to implement. I Loved it. One of the most recommended book to be a expert in spark.

Sanjay Nov 20, 2015

Excellent book. Very Clear information for beginner & advanced developer. Information is to the point & practical. I like the way the chapters are laid out , progressing along from a hadoop developer, then transitioning to a Spark developer.....I hope the author enhances the content to include Spark 1.5 & 1.6 with details on EMR & EC2 usage for Spark

Venkat M Jul 26, 2017

Very comprehensive book on Spark. Well organized and covers a wide range of topics. Must read book for anyone using Spark.

Amazon Customer Nov 01, 2016

I listened to this entire book in just a few days. it is interesting and informative I have new motivation to exercise! I never thought about how exercise could affect my mind and happiness. I highly recommend. Wonderful!

`/src/main/scala`	Source code in Scala
`/src/main/java`	Source code in Java
`/src/main/resources`	Resources to be used by source code such as configuration files
`/src/test/scala`	Test code in Scala
`/src/test/java`	Test code in Java
`/src/test/resources`	Resources to be used by test code such as configuration files

Spark Cookbook: With over 60 recipes on Spark, covering Spark Core, Spark SQL, Spark Streaming, MLlib, and GraphX libraries this is the perfect Spark book to always have by your side

What do you get with Print?

Spark Cookbook

Chapter 2. Developing Applications with Spark

Introduction

Exploring the Spark shell

How to do it...

Developing Spark applications in Eclipse with Maven

Developing Spark applications in Eclipse with SBT

How to do it...

Developing a Spark application in IntelliJ IDEA with Maven

How to do it...

Developing a Spark application in IntelliJ IDEA with SBT

How to do it...

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Spark Cookbook: With over 60 recipes on Spark, covering Spark Core, Spark SQL, Spark Streaming, MLlib, and GraphX libraries this is the perfect Spark book to always have by your side

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