aws_cdk.aws_sagemaker

Package Overview

CfnApp

Creates a running app for the specified UserProfile.

CfnAppImageConfig

Creates a configuration for running a SageMaker image as a KernelGateway app.

CfnAppImageConfigProps

CfnAppProps

CfnCodeRepository

Creates a Git repository as a resource in your SageMaker account.

CfnCodeRepositoryProps

CfnDataQualityJobDefinition

Creates a definition for a job that monitors data quality and drift.

CfnDataQualityJobDefinitionProps

CfnDevice

The AWS::SageMaker::Device resource is an Amazon SageMaker resource type that allows you to register your Devices against an existing SageMaker Edge Manager DeviceFleet.

CfnDeviceFleet

The AWS::SageMaker::DeviceFleet resource is an Amazon SageMaker resource type that allows you to create a DeviceFleet that manages your SageMaker Edge Manager Devices.

CfnDeviceFleetProps

CfnDeviceProps

CfnDomain

Creates a Domain .

CfnDomainProps

CfnEndpoint

Use the AWS::SageMaker::Endpoint resource to create an endpoint using the specified configuration in the request.

CfnEndpointConfig

The AWS::SageMaker::EndpointConfig resource creates a configuration for an Amazon SageMaker endpoint.

CfnEndpointConfigProps

CfnEndpointProps

CfnFeatureGroup

Create a new FeatureGroup .

CfnFeatureGroupProps

CfnImage

Creates a custom SageMaker image.

CfnImageProps

CfnImageVersion

Creates a version of the SageMaker image specified by ImageName .

CfnImageVersionProps

CfnInferenceComponent

Creates an inference component, which is a SageMaker hosting object that you can use to deploy a model to an endpoint.

CfnInferenceComponentProps

CfnInferenceExperiment

Creates an inference experiment using the configurations specified in the request.

CfnInferenceExperimentProps

CfnModel

The AWS::SageMaker::Model resource to create a model to host at an Amazon SageMaker endpoint.

CfnModelBiasJobDefinition

Creates the definition for a model bias job.

CfnModelBiasJobDefinitionProps

CfnModelCard

Creates an Amazon SageMaker Model Card.

CfnModelCardProps

CfnModelExplainabilityJobDefinition

Creates the definition for a model explainability job.

CfnModelExplainabilityJobDefinitionProps

CfnModelPackage

A versioned model that can be deployed for SageMaker inference.

CfnModelPackageGroup

A group of versioned models in the model registry.

CfnModelPackageGroupProps

CfnModelPackageProps

CfnModelProps

CfnModelQualityJobDefinition

Creates a definition for a job that monitors model quality and drift.

CfnModelQualityJobDefinitionProps

CfnMonitoringSchedule

The AWS::SageMaker::MonitoringSchedule resource is an Amazon SageMaker resource type that regularly starts SageMaker processing Jobs to monitor the data captured for a SageMaker endpoint.

CfnMonitoringScheduleProps

CfnNotebookInstance

The AWS::SageMaker::NotebookInstance resource creates an Amazon SageMaker notebook instance.

CfnNotebookInstanceLifecycleConfig

The AWS::SageMaker::NotebookInstanceLifecycleConfig resource creates shell scripts that run when you create and/or start a notebook instance.

CfnNotebookInstanceLifecycleConfigProps

CfnNotebookInstanceProps

CfnPipeline

The AWS::SageMaker::Pipeline resource creates shell scripts that run when you create and/or start a SageMaker Pipeline.

CfnPipelineProps

CfnProject

Creates a machine learning (ML) project that can contain one or more templates that set up an ML pipeline from training to deploying an approved model.

CfnProjectProps

CfnSpace

Creates a space used for real time collaboration in a domain.

CfnSpaceProps

CfnUserProfile

Creates a user profile.

CfnUserProfileProps

CfnWorkteam

Creates a new work team for labeling your data.

CfnWorkteamProps

IEndpoint

The interface for a SageMaker Endpoint resource.

IPipeline

The interface for a SageMaker Pipeline resource.