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Data Roles
A Database Administrator (DBA) manages and secures databases, a Data Engineer builds data pipelines and infrastructure, and a Data Analyst interprets and visualizes data to extract insights.
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Optimized file formats
File formats like Avro, Optimized Row Columnar (ORC) and Parquet
