Free Databricks Machine Learning Associate Actual Exam Questions - Question 12 Discussion
the MLflow Model Registry has passed all tests. As a result, the machine learning engineer wants to
put this model into production by transitioning it to the Production stage in the Model Registry.
From which of the following pages in Databricks Machine Learning can the machine learning
engineer accomplish this task?
C, because the staging and production transitions happen on the specific model version page, not on the general model or experiment pages. This lets you focus on that version’s details and stage status.
I think option D makes more sense because it shows all the versions in one place, so you can easily compare and pick the right model to promote. From the model page, you can manage versions without switching back and forth. It feels more practical for managing production transitions when you want a broader overview.
Makes sense to do it from where you can see the specific model version details, so you know exactly which one you're moving. That points to option C, the model version page. From there, you can update the stage directly for that version without confusion.
C