Azure Basics (legacy) — Question 21

A company uses a fine-tuned Microsoft Foundry model that requires frequent updates as new customer feedback becomes available.
You need to design an application lifecycle management (ALM) process that meets the following requirements:
Data changes must be tracked and versioned.
The model must be retrained consistently by using approved training data.
Which two actions should you include in the design? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

Answer options

• A. Associate the storage location to the fine-tuning job.
• B. Create a content filter.
• C. Store the training data in Azure Files.
• D. Upload the training data to Microsoft Foundry data files
• E. Store the training data in Azure Blob Storage that has version control enabled.

Correct answer: D, E

Explanation

The correct answers, D and E, ensure that the training data is properly stored in Microsoft Foundry data files and that it resides in Azure Blob Storage with version control, allowing for effective tracking and versioning of data changes. Options A, B, and C do not meet the requirements for consistent retraining with approved data or versioning of data changes.