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Databricks-Generative-AI-Engineer-Associate Questions Bank

Databricks Certified Generative AI Engineer Associate Questions and Answers

Question 17

A Generative Al Engineer has already trained an LLM on Databricks and it is now ready to be deployed.

Which of the following steps correctly outlines the easiest process for deploying a model on Databricks?

Options:

A.

Log the model as a pickle object, upload the object to Unity Catalog Volume, register it to Unity Catalog using MLflow, and start a serving endpoint

B.

Log the model using MLflow during training, directly register the model to Unity Catalog using the MLflow API, and start a serving endpoint

C.

Save the model along with its dependencies in a local directory, build the Docker image, and run the Docker container

D.

Wrap the LLM’s prediction function into a Flask application and serve using Gunicorn

Question 18

A Generative Al Engineer is ready to deploy an LLM application written using Foundation Model APIs. They want to follow security best practices for production scenarios

Which authentication method should they choose?

Options:

A.

Use an access token belonging to service principals

B.

Use a frequently rotated access token belonging to either a workspace user or a service principal

C.

Use OAuth machine-to-machine authentication

D.

Use an access token belonging to any workspace user