<aside> 🎯 Exam Weight: 30% — This is the heaviest section on the Associate exam. It covers building data pipelines to ingest and process data from common sources, working with Unity Catalog volumes, developing CDC pipelines with APPLY CHANGES, creating Lakeflow Spark Declarative Pipelines, and reading and writing tables using Spark SQL and DataFrames.
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