Databricks DATABRICKS-MACHINE-LEARNING-PROFESSIONAL Exam Questions & Answers

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

A. On-device

B. Streaming

C. Real-time

D. Batch

E. None of these deployments

A data scientist set up a machine learning pipeline to automatically log a data visualization with each run. They now want to view the visualizations in Databricks. Which of the following locations in Databricks will show these data visualizations?

A. The MLflow Model Registry Model page

B. The Artifacts section of the MLflow Experiment page

C. Logged data visualizations cannot be viewed in Databricks

D. The Artifacts section of the MLflow Run page

E. The Figures section of the MLflow Run page

A data scientist has computed updated feature values for all primary key values stored in the Feature Store table features. In addition, feature values for some new primary key values have also been computed. The updated feature values are

stored in the DataFrame features_df. They want to replace all data in features with the newly computed data.

Which of the following code blocks can they use to perform this task using the Feature Store Client fs?

A. Option A

B. Option B

C. Option C

D. Option D

E. Option E