Databricks Machine Learning Professional Exam - Topic 5 Question 57 Discussion

Actual exam question for Databricks's Databricks Machine Learning Professional exam

Question #: 57
Topic #: 5

[All Databricks Machine Learning Professional Questions]

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

AOn-device

BStreaming

CReal-time

DBatch

ENone of these deployments

Show Suggested Answer

Suggested Answer: B

by Kenneth at Jun 30, 2026, 06:28 AM

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Nana

2 days ago

Not sure about that, Batch seems outdated to me.

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Gilma

7 days ago

Isn't On-device becoming more popular with mobile apps?

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Josephine

12 days ago

Wait, I thought Real-time was gaining more traction lately?

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Princess

17 days ago

Totally agree, Batch is super efficient!

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Camellia

22 days ago

I think Batch is the most common for many projects.

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Yuette

27 days ago

I think the answer might be batch, but I also remember something about streaming being used a lot in certain applications.

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Precious

1 month ago

I have a feeling on-device deployment is more niche, but I could be wrong.

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Franchesca

1 month ago

I remember practicing a question about real-time vs. batch processing, and I feel like real-time is gaining popularity lately.

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Shelba

1 month ago

I think batch deployment is pretty common, but I'm not entirely sure if it's the most common.

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