Databricks Certified Machine Learning Professional — Question 68

Which of the following describes batch deployment for machine learning projects?

Answer options

• A. Predictions are computed and delivered as soon as feature values are available
• B. None of these describe batch deployment for machine learning projects
• C. Predictions are computed prior to delivery and stored for later querying
• D. Predictions are computed immediately as data arrives and stored for later querying

Correct answer: C

Explanation

The correct answer is C because batch deployment involves making predictions in advance and storing them for later use, rather than providing them immediately. Option A describes real-time deployment, while option D indicates immediate processing, which is also not batch deployment. Option B is incorrect as option C accurately defines batch deployment.