AB-100 Certification Practice Question #63

Question

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.

Accepted Answer

Azure Blob Storage with versioning enabled (E) ensures that every update to training data is tracked and recoverable — directly satisfying the "data changes must be tracked and versioned" requirement. Uploading the approved training data to Microsoft Foundry data files (D) makes it the controlled, consistent source for fine-tuning jobs, ensuring the model is always retrained from approved data. Together they address both requirements without the ambiguity of Azure Files (no built-in version control) or simply associating a storage location (which is a dependent step, not the core ALM action).

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