Datastores and Datasets Quiz

What you'll be asked

1. Which of the following best describes the role of a Datastore in an MLOps environment?
2. When setting up a Datastore, why is it recommended to use Managed Identities or Service Principals instead of Account Keys?
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. Which scenario most justifies the use of 'File' datasets over 'Tabular' datasets?
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?

Answers and explanations come after you submit.