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oam/knowledge base/cloud computing/aws/sagemaker.md
2025-07-09 00:22:29 +02:00

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# Sagemaker
1. [TL;DR](#tldr)
1. [Further readings](#further-readings)
1. [Sources](#sources)
## TL;DR
- Endpoint Configurations depend on a Model.<br/>
They are deleted if the Model they depend on changes.
- Serverless Endpoints' backend use **a snapshot** of the Endpoint Configuration at the time each host is created.<br/>
To make a serverless Endpoint use a new Configuration or Model, its hosts need to be replaced.
## Further readings
- [Amazon Web Services]
### Sources
- [Give SageMaker AI Access to Resources in your Amazon VPC]
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[amazon web services]: README.md
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[Give SageMaker AI Access to Resources in your Amazon VPC]: https://docs.aws.amazon.com/sagemaker/latest/dg/infrastructure-give-access.html
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