Apache Spark 2 with Scala - Hands On with Big Data!

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Apache Spark 2 with Scala - Hands On with Big Data!, Dive right in with 20+ hands-on examples of analyzing large data sets with Apache Spark, on your desktop or on Hadoop!

Created by Sundog Education by Frank Kane, Frank Kane

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What you'll learn

• Frame big data analysis problems as Apache Spark scripts
• Develop distributed code using the Scala programming language
• Optimize Spark jobs through partitioning, caching, and other techniques
• Build, deploy, and run Spark scripts on Hadoop clusters
• Process continual streams of data with Spark Streaming
• Transform structured data using SparkSQL and DataFrames
• Traverse and analyze graph structures using GraphX

Requirements

• Some prior programming or scripting experience is required. A crash course in Scala is included, but you need to know the fundamentals of programming in order to pick it up.
• You will need a desktop PC and an Internet connection. The course is created with Windows in mind, but users comfortable with MacOS or Linux can use the same tools.
• The software needed for this course is freely available, and I'll walk you through downloading and installing it.