Feature stores and training-serving skew | ML interview
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YouTubeThe AI Round
Feature stores and training-serving skew | ML interview
Same model, two different feature pipelines, two different worlds. The fix is a feature store: one place that computes and serves each feature, so training and production read the exact same definition instead of two teams reimplementing it twice. The gap comes from drift between offline and online code. A 7-day average computed in a SQL batch ...
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FEATURE STORE ARCHITECTURE EXPLAINED
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ML feature store: stopping train/serve skew | AI system design
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