Amazon SageMaker Model Registry
A purpose-built tool to catalog models for production.
Overview
Amazon SageMaker Model Registry allows you to catalog machine learning models, manage model versions, and associate metadata with models. It helps you track model lineage and deploy models to production with confidence. You can also use it to manage the approval status of models.
✨ Key Features
- Model Cataloging and Versioning
- Model Governance and Approval Workflows
- Model Lineage Tracking
- Integration with SageMaker Pipelines and CI/CD tools
- Cross-Account Support
🎯 Key Differentiators
- Deep integration with the AWS ecosystem
- Comprehensive MLOps capabilities within SageMaker
- Scalability and reliability of AWS infrastructure
Unique Value: Provides a seamless and integrated experience for managing the entire machine learning lifecycle on AWS.
🎯 Use Cases (4)
✅ Best For
- Financial services for model risk management
- Healthcare for managing regulated models
💡 Check With Vendor
Verify these considerations match your specific requirements:
- Organizations not using the AWS ecosystem
🏆 Alternatives
Offers deeper integration with AWS services compared to third-party tools and a more managed experience than open-source alternatives.
💻 Platforms
🔌 Integrations
🛟 Support Options
- ✓ Email Support
- ✓ Live Chat
- ✓ Phone Support
- ✓ Dedicated Support (AWS Enterprise Support tier)
🔒 Compliance & Security
💰 Pricing
Free tier: Part of the AWS Free Tier, which includes a certain amount of SageMaker usage for free for the first 12 months.
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