SnowflakeMLA-B0185 cards5 domains

MLA-B01 Flashcards

Active recall study cards for the SnowPro Advanced: MLOps Engineer exam. Flip each card to reveal the answer, filter by domain, or shuffle for spaced repetition.

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data-preparation-feature-engineering

What is a Feature Store in Snowflake, and what problem does it solve?

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Answer

An integrated system for defining, managing, storing, and discovering ML features. It solves the problem of ad-hoc, duplicated feature engineering by providing automated incremental refresh, versioned feature definitions, point-in-time lookups to prevent data leakage, and both offline (batch) and online (low-latency) retrieval.

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