Datastores and Datasets Quiz

Quiz covering MLOps Environment Setup

Questions in this quiz

A preview of the 5 questions covered. Start the quiz above to answer them, check your score, and read the explanations.

1. 1

   Which of the following best describes the role of a Datastore in an MLOps environment?

2. 2

   When setting up a Datastore, why is it recommended to use Managed Identities or Service Principals instead of Account Keys?

3. 3

   You have a large dataset stored in a cloud storage container. You need to create a reference to this data that allows for versioning and lineage tracking. What should you create?

4. 4

   Which scenario most justifies the use of 'File' datasets over 'Tabular' datasets?

5. 5

   You are implementing a data-drift detection pipeline. You notice that the training data schema frequently evolves. How should you handle this in your MLOps pipeline to ensure robust training?