Apache Spark 2 with Scala - Learn Spark from a Big Data Guru

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Apache Spark 2 with Scala - Learn Spark from a Big Data Guru, Learn Apache Spark 2.0 and Scala by 12+ hands-on examples of analyzing big data

Created by Level Up Education, Tao W., James Lee

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What Will I Learn?

• An overview of the architecture of Apache Spark.
• Work with Apache Spark's primary abstraction, resilient distributed datasets(RDDs) to process and analyze large data sets.
• Develop Apache Spark 2.0 applications using RDD transformations and actions and Spark SQL.
• Scale up Spark applications on a Hadoop YARN cluster through Amazon's Elastic MapReduce service.
• Analyze structured and semi-structured data using Datasets and DataFrames, and develop a thorough understanding about Spark SQL.
• Share information across different nodes on a Apache Spark cluster by broadcast variables and accumulators.
• Advanced techniques to optimize and tune Apache Spark jobs by partitioning, caching and persisting RDDs.
• Best practices of working with Apache Spark in the field.