The AWS SageMaker AI integration of Collibra Platform uses 1 asset type. The asset type is available out-of -the-box in Collibra.
Important The functions of AWS SageMaker AI integration is limited if you do not enable AI governance. When enabled, you can add custom attributes or relations, such as AI Model Version, to the AWS SageMaker AI Model Version asset.
| Asset type | Description |
|---|---|
|
AI Base Model
|
Represents foundational models used in your Amazon SageMaker workspace. |
|
AWS SageMaker AI Model Version
|
A subtype of AI Model Version that represents AI model versions in Amazon SageMaker. |
|
AI Model Deployment
|
The operational instance where a model version is assigned computational resources to execute and generate real-time outputs. |
|
AI Endpoint
|
The access point for external systems that provides a consistent interface while allowing for the seamless exchange of underlying deployments. |
|
AI Monitor
|
The configuration of automated tracking parameters and alerting thresholds used to observe a deployment’s real-world performance and detect deviations from expected behavior. |