Databricks Certified Machine Learning Associate — Question 42

A data scientist in an investment banking company has been asked to accelerate their model development process on certain tasks of their everyday job so they can free up time for other ones.

Which task is typically automated by AutoML in Databricks for that purpose?

Answer options

• A. Monitoring model performance for inference.
• B. Training and optimizing different models.
• C. Deploying the model on a serving endpoint.
• D. Creating a feature engineering set for model development.

Correct answer: B

Explanation

The correct answer is B, as AutoML in Databricks is designed to automate the training and optimization of different models, streamlining the model development process. Options A, C, and D, while important, do not primarily focus on the model training and optimization aspect that AutoML addresses.