Data Ingestion and Transformation

This domain carries 34% of the DEA-C01 exam. Practise it with original questions that explain every answer option.

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Certification
DEA-C01
Exam weight
34%
Subdomains
4
Objectives
28

What this domain covers

Perform Data Ingestion10 topics
Transform and Process Data11 topics
Orchestrate Data Pipelines6 topics
Apply Programming Concepts1 topics

Example question from this domain

A stream processor only validates each event independently and does not need previous events, windows, or counters. What kind of processing is this?

  • Stateless processing.
  • Stateful windowed processing.
  • Cross-Region replication.
  • Schema evolution.

Stateless processing. — Stateless processing does not maintain cross-event state such as windows, counts, or session context.

Stateful windowed processing. — Windowed aggregations require state across events.

Cross-Region replication. — It copies data between Regions rather than describing per-record logic.

Schema evolution. — It does not describe whether processing keeps event state.

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