Databricks Certified Machine Learning Associate — Question 10

A data scientist is developing a machine learning pipeline using AutoML on Databricks Machine Learning.
Which of the following steps will the data scientist need to perform outside of their AutoML experiment?

Answer options

• A. Model tuning
• B. Model evaluation
• C. Model deployment
• D. Exploratory data analysis

Correct answer: C

Explanation

Model deployment is typically considered a step that occurs after the AutoML experiment has been completed, as it involves taking a trained model and making it available for use in production. In contrast, model tuning, evaluation, and exploratory data analysis are all tasks that can be conducted within the AutoML framework.