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AI Feature Store

[eɪ aɪ ˈfiːtʃər stɔːr]
AI Infrastructure
Last updated: December 9, 2024

Definition

Centralized repository for storing, managing, and serving machine learning features

Detailed Explanation

A specialized database system designed to store and manage features for machine learning models, ensuring consistency, reusability, and efficient access to feature data across different models and applications.

Use Cases

Real-time recommendation systems, Fraud detection systems using shared customer features, Large-scale machine learning pipelines

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