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Work with Apache Spark using Scala to deploy and set up single-node, multi-node, and high-availability clusters. This book discusses various components of Spark such as Spark Core, DataFrames, Datasets and SQL, Spark Streaming, Spark MLib, and R on Spark with the help of practical code snippets for each topic. Practical Apache Spark also covers the integration of Apache Spark with Kafka with examples. You’ll follow a learn-to-do-by-yourself approach to learning – learn the concepts, practice the code snippets in Scala, and complete the assignments given to get an overall exposure.
On completion, you’ll have knowledge of the functional programming aspects of Scala, and hands-on expertise in various Spark components. You’ll also become familiar with machine learning algorithms with real-time usage.
What You Will Learn
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Discover the functional programming features of Scala
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Understand the complete architecture of Spark and its components
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Integrate Apache Spark with Hive and Kafka
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Use Spark SQL, DataFrames, and Datasets to process data using traditional SQL queries
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Work with different machine learning concepts and libraries using Spark's MLlib packages
Who This Book Is For
Developers and professionals who deal with batch and stream data processing.
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 E-Commerce Usability: Tools and Techniques to Perfect the On-Line ExperienceWe are all familiar with airport bookstall best sellers that promise fame, fortune and success in relationships. Many of them – at least the ones I have skimmed whilst waiting for one of the world’s favourite airlines – are deeply disappointing. Not because they do not work (to be honest I have not really been able to try them out... | | HTML5 Game Development with ImpactJS
With basic knowledge of JavaScript, CSS, and HTML you could soon be designing and selling your own 2D games. This book takes you through the whole process using the ImpactJS engine. A fun, involving guide.
Overview
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A practical hands-on approach to teach you how to build your own game from scratch.
... | | Frommer's England 2010 (Frommer's Complete)Completely updated every year (unlike most of the competition), Frommer's England 2010 features gorgeous color photos and maps, a detachable foldout map of London, and details on all of the country's top cities, villages, gardens, countryside destinations, and more.
Frommer's England 2009 details the best overall travel... |
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