Section outline
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Spark DAG, Shuffle, Stages, Job Metrics
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Performance Tuning: Memory, Executors, Caching
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Setting up Spark on YARN, Kubernetes
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Intro to DataFrames, Catalyst, Tungsten
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Lab: Metrics, Caching, DataFrame Operations
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