From the course: AWS Certified Solutions Architect - Associate (SAA-C03) Cert Prep

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SageMaker model registry

SageMaker model registry - Amazon Web Services (AWS) Tutorial

From the course: AWS Certified Solutions Architect - Associate (SAA-C03) Cert Prep

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SageMaker model registry

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- [Instructor] Have you ever deployed the wrong version of a model to production or struggled to track which model performed best last quarter? What about managing approvals when multiple stakeholders need to sign off on model deployments? Picture this scenario of Tutorials Dojo. You have five different recommendation models, three fraud detection versions, and two content classification models. Without proper organization, deploying models becomes a game of Russian roulette. In this lecture, we'll explore Amazon SageMaker Model Registry, your centralized hub for model lifecycle management. I'll show you how Model Registry brings order to model chaos, enabling version control, approval workflows, and seamless deployment management. We'll cover model registration, versioning, approval processes, and integration with your ML ops pipeline. So what is Amazon SageMaker Model Registry? Model Registry, let's say catalog models for production, manage model versions, associate metal data and…

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