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GlossaryAI InfrastructureAI Model Registry

AI Model Registry

[eɪ aɪ ˈmɒdl ˈrɛdʒɪstri]
AI Infrastructure
Last updated: December 9, 2024

Definition

Database system for tracking and managing AI model versions and metadata

Detailed Explanation

Specialized system for cataloging AI models their versions training data performance metrics and deployment status enabling reproducibility and governance

Use Cases

MLOps pipelines Model compliance tracking Production model versioning

Related Terms

AI Marketplaces

Online platforms where users can discover, test, and deploy AI models and services from various providers. A centralized ecosystem for AI resources, similar to an app store for artificial intelligence.

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Master Data Management

A comprehensive method of enabling an organization to link all critical data to a common point of reference.

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API Endpoints

Interfaces that allow external applications to access AI model functionality through standardized requests. These enable integration of AI capabilities into various applications.

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