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2. Data Ingestion and Transformation (34%)

Domain 1 accounts for over a third of the exam, focusing on how data enters the AWS ecosystem and how it is reshaped for downstream use. This section covers the technical depth of streaming and batch ingestion patterns, transformation engines like AWS Glue and EMR, and the orchestration logic that ties them together.

Alvin Varughese
Written byAlvin Varughese
Founder15 professional certifications