PMI Cognitive Project Management in AI CPMAI v7 - Training & Certification CPMAI_v7 Question # 22 Topic 3 Discussion
CPMAI_v7 Exam Topic 3 Question 22 Discussion:
Question #: 22
Topic #: 3
Your model has been working fine for the last three months, however recently you notice the model’s performance has greatly declined. What seems to have been overlooked in your workflow pipeline?
The CPMAI methodology’s Model Iteration Approach (Phase V) explicitly calls out that “models will need continuous iteration, especially if they are only marginally providing the desired results” and requires teams to “detail approach that will be used to iterate this model to improve on any of the results in this Phase” . Failing to include a model retraining pipeline means the model cannot adapt to new data distributions, leading to performance degradation over time.
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