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Introduction to Big Data! with Apache Spark” UC#BERKELEY# This Lecture” The Big Data Problem” Hardware for Big Data” Distributing Work” Handling Failures and Slow Machines” Map Reduce and Complex Jobs” Apache Spark” Some Traditional Analysis Tools” • Unix shell commands, Pandas, R” All run on a ! single machine”! • • • • The Big […]