Databricks Certified Machine Learning Professional — Question 21

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

Answer options

• A. Streaming
• B. Batch
• C. Edge/on-device
• D. None of these strategies will accomplish the task.
• E. Real-time

Correct answer: D

Explanation

The correct answer is D because none of the listed strategies can provide the required central computation for quick predictions on a single record. Streaming, Batch, Edge/on-device, and Real-time all involve different methodologies that do not meet the criteria for central computation with fast results.