Spark Cookbook is popular PDF and ePub book, written by Rishi Yadav in 2015-07-27, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Spark Cookbook can be Read Online from any device for your convenience.
Spark Cookbook Book PDF Summary
By introducing in-memory persistent storage, Apache Spark eliminates the need to store intermediate data in filesystems, thereby increasing processing speed by up to 100 times. This book will focus on how to analyze large and complex sets of data. Starting with installing and configuring Apache Spark with various cluster managers, you will cover setting up development environments. You will then cover various recipes to perform interactive queries using Spark SQL and real-time streaming with various sources such as Twitter Stream and Apache Kafka. You will then focus on machine learning, including supervised learning, unsupervised learning, and recommendation engine algorithms. After mastering graph processing using GraphX, you will cover various recipes for cluster optimization and troubleshooting.
Detail Book of Spark Cookbook PDF
- Author : Rishi Yadav
- Release : 27 July 2015
- Publisher : Packt Publishing Ltd
- ISBN : 9781783987078
- Genre : Computers
- Total Page : 393 pages
- Language : English
- PDF File Size : 13,8 Mb
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