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Apache Spark is a fast and general-purpose cluster computing system that offers high-level APIs in Java, Scala, and Python, with the ability to run computations in memory. The document outlines the components of Spark, compares it with Hadoop, and provides instructions for downloading and installing Spark, along with a basic 'Hello World' example. Developed at the University of Berkeley, Spark is compatible with Hadoop.



