Databricks Machine Learning Associate Question 473
Select 3What are the benefits of registering models in the Unity Catalog registry over the workspace registry in Databricks?
- A
Models in Unity Catalog can be accessed across multiple workspaces.
- B
Unity Catalog supports fine-grained access control for model resources.
- C
Unity Catalog allows versioning of models, which is not supported in the workspace registry.
- D
Unity Catalog enables enhanced auditing and governance capabilities for machine learning models.
- E
Models registered in Unity Catalog have faster inference times due to optimized execution.
Show answer and explanation
Correct answers: A, B, D
Explanation
Unity Catalog offers several advantages over the workspace registry, including support for cross-workspace model sharing, fine-grained access control, and enhanced governance capabilities. These features make Unity Catalog particularly valuable for organizations prioritizing collaboration, security, and compliance.
- A. Correct.
Correct: Unity Catalog enables cross-workspace model sharing, making it easier to collaborate on machine learning projects across different teams.
- B. Correct.
Correct: Unity Catalog provides fine-grained access control, allowing administrators to define permissions at a more granular level for models.
- C. Incorrect.
Incorrect: Both Unity Catalog and the workspace registry support model versioning, so this is not a unique benefit of Unity Catalog.
- D. Correct.
Correct: Unity Catalog includes improved auditing and governance features, ensuring better compliance and traceability for machine learning models.
- E. Incorrect.
Incorrect: Model inference times are not directly affected by whether a model is registered in Unity Catalog or the workspace registry.