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Hosting ML models on SageMaker
Set up an endpoint in
minutes to get predictions
Collect metrics and logs for your
endpoints in Amazon CloudWatch
Infrastructure management,
patching, and built - in updates
Easily deploy and
manage models
Best price performance
trade - offs
99.99% service
availability SLA
Autoscaling based
on traffic
Deploy multiple (10K+) models on
an endpoint for cost savings
70+ SageMaker
ML instances
Model Monitor: Alerts on
data and model drift
CI/CD: SageMaker
Pipelines and projects
Model Registry: Catalog models,
versioning, approval workflows
Integrated
MLOps
