Free Access Databricks.Databricks-Machine-Learning-Professional.v2024-03-14.q21 Practice Test (Page 5)

Question 16

Which of the following MLflow Model Registry use cases requires the use of an HTTP Webhook?

A.Sending an email alert when an automated testing Job fails

B.Starting a testing job when a new model is registered

C.Updating data in a source table for a Databricks SQL dashboard when a model version transitions to the Production stage

D.None of these use cases require the use of an HTTP Webhook

E.Sending a message to a Slack channel when a model version transitions stages

Question 17

Which of the following deployment paradigms can centrally compute predictions for a single record with exceedingly fast results?

A.None of these strategies will accomplish the task.

B.Batch

C.Edge/on-device

D.Real-time

E.Streaming

Question 18

Which of the following is a simple statistic to monitor for categorical feature drift?

A.Mode

B.None of these

C.Percentage of missing values

D.Mode, number of unique values, and percentage of missing values

E.Number of unique values

Question 19

A machine learning engineer and data scientist are working together to convert a batch deployment to an always-on streaming deployment. The machine learning engineer has expressed that rigorous data tests must be put in place as a part of their conversion to account for potential changes in data formats.
Which of the following describes why these types of data type tests and checks are particularly important for streaming deployments?

A.Because the streaming deployment is always on, there is a need to confirm that the deployment can autoscale

B.Because the streaming deployment is always on, all types of data must be handled without producing an error

C.Because the streaming deployment is always on, there is no practitioner to debug poor model performance

D.None of these statements

E.All of these statements

Question 20

Which of the following machine learning model deployment paradigms is the most common for machine learning projects?

A.Streaming

B.On-device

C.None of these deployments

D.Batch

E.Real-time

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Question 16

Question 17

Question 18

Question 19

Question 20

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