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Databricks Certified Data Engineer Associate Exam Databricks-Certified-Data-Engineer-Associate Question # 40 Topic 5 Discussion

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Databricks Certified Data Engineer Associate Exam Databricks-Certified-Data-Engineer-Associate Question # 40 Topic 5 Discussion

Databricks-Certified-Data-Engineer-Associate Exam Topic 5 Question 40 Discussion:
Question #: 40
Topic #: 5

A data engineer needs to combine sales data from an on-premises PostgreSQL database with customer data in Azure Synapse for a comprehensive report. The goal is to avoid data duplication and ensure up-to-date information

How should the data engineer achieve this using Databricks?
A.

Develop custom ETL pipelines to ingest data into Databricks

B.

Use Lakehouse Federation to query both data sources directly

C.

Manually synchronize data from both sources into a single database

D.

Export data from both sources to CSV files and upload them to Databricks

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Actual exam question for Databricks Databricks-Certified-Data-Engineer-Associate exam by Lyric47861 at Feb 15, 2026, 2:00:52 AM

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