Microsoft Fabric Analytics Engineer Associate DP-600
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As a Microsoft Fabric Analytics Engineer Associate, you are tasked with performing an impact analysis of downstream dependencies from various data sources before implementing changes to a data warehouse. The organization prioritizes minimizing disruption to dataflows and semantic models, ensuring data integrity, and maintaining compliance with data governance policies. Given these constraints, which of the following steps is the MOST comprehensive approach to analyze the impact of changes and minimize potential disruptions? (Choose the best single option.)
As a Microsoft Fabric Analytics Engineer Associate, you are tasked with performing an impact analysis of downstream dependencies from various data sources before implementing changes to a data warehouse. The organization prioritizes minimizing disruption to dataflows and semantic models, ensuring data integrity, and maintaining compliance with data governance policies. Given these constraints, which of the following steps is the MOST comprehensive approach to analyze the impact of changes and minimize potential disruptions? (Choose the best single option.)
Explanation:
The most comprehensive approach to minimize disruptions and ensure data integrity involves a multi-faceted strategy: identifying downstream dependencies through data lineage review ensures awareness of all potential impacts; creating backups safeguards against data loss; collaborating with stakeholders gathers valuable insights into potential impacts; and testing changes in a separate environment allows for the identification and resolution of issues before they affect production. This approach balances thoroughness with practicality, adhering to best practices for change management in data environments.