PMI Cognitive Project Management in AI CPMAI v7 - Training & Certification CPMAI_v7 Question # 12 Topic 2 Discussion
CPMAI_v7 Exam Topic 2 Question 12 Discussion:
Question #: 12
Topic #: 2
Your team has created a model that is going to be used for monitoring systems and it needs to provide analysis on a weekly basis. What’s the most appropriate Model Operationalization approach?
In Phase VI: Model Operationalization, CPMAI specifies that batch prediction—“generating predictions offline for large datasets on a scheduled basis”—is the ideal deployment mode when analysis is needed at regular, non-continuous intervals (e.g., weekly) . Continuous methods like real-time or streaming are overkill for periodic reporting.
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