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Databricks Machine Learning Professional Exam - Topic 5 Question 57 Discussion

Which of the following machine learning model deployment paradigms is the most common for machine learning projects?
B) Streaming
A) On-device
C) Real-time
D) Batch
E) None of these deployments

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?

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Suggested Answer: B

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

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Yuette
2 hours 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
5 days ago
I have a feeling on-device deployment is more niche, but I could be wrong.
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Franchesca
10 days 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
16 days ago
I think batch deployment is pretty common, but I'm not entirely sure if it's the most common.
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