Model Registry

advanced
ai & ml

Definition

Central repository for storing, versioning, and managing trained machine learning models with their metadata. Like a library catalog system that tracks all versions of AI models.

Real-World Example

A model registry stores each version of a recommendation model, tracking which version is in production, staging, or archived.

Frequently Asked Questions

What is Model Registry?

Central repository for storing, versioning, and managing trained machine learning models with their metadata. Like a library catalog system that tracks all versions of AI models.

How is Model Registry used in cloud computing?

A model registry stores each version of a recommendation model, tracking which version is in production, staging, or archived.

What are related terms to Model Registry?

Related concepts include MLOps, Version Control, Model Deployment. Understanding these connections helps build a comprehensive knowledge of cloud computing concepts.

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