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Exam Databricks-Certified-Data-Engineer-Associate Topic 4 Question 6 Discussion

Actual exam question for Databricks's Databricks-Certified-Data-Engineer-Associate exam
Question #: 6
Topic #: 4
A data engineer is setting up a new Databricks pipeline that ingests clickstream events from Kafka and daily product catalogs from cloud object storage. To ensure auditability and easy reprocessing, the engineer wants to land all source data. Later stages will handle cleaning, deduplication, and business modeling before the data is used in dashboards.
Which approach aligns to Medallion Architecture principles?

Suggested Answer: C Vote an answer

The Medallion Architecture recommends landing all raw source data in the Bronze layer in an append-only, minimally transformed form to preserve source fidelity and support auditability and reprocessing, with cleaning, deduplication, and business modeling performed in downstream Silver and Gold layers.

by Bing at Aug 15, 2026, 06:03 AM

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Here are all the actual test exam dumps for IT exams. Most people prepare for the actual exams with our test dumps to pass their exams. So it's critical to choose and actual test pdf to succeed.

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