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Describe a scenario where you need to handle feature drift in a Feature Store. Discuss the strategies and techniques you would use to detect and mitigate feature drift.
A
Handle feature drift by directly updating features without detection or mitigation.
B
Handle feature drift by detecting drift but without mitigating it.
C
Handle feature drift by mitigating drift but without detecting it.
D
Handle feature drift by detecting and mitigating it.
