AWS::SageMaker::Experiment

SageMaker Experiment

Resource type definition for AWS::SageMaker::Experiment. An experiment is a collection of related trials used to organize and track machine learning workflows.

Properties

4 configurable properties. 1 required. Click a row to see details.

Filter:

Property	Type	Flags
`ExperimentName`	`string`	RequiredCreate-only
`Description`	`string`
`DisplayName`	`string`
`Tags`	`Array<object>`

Return Values

Values returned after the resource is created. Access these with Fn::GetAtt.

Attribute	Type	Description
`Arn`	`string`	The Amazon Resource Name (ARN) of the experiment.
`CreationTime`	`string`	When the experiment was created.
`LastModifiedTime`	`string`	When the experiment was last modified.

Sample CloudFormation Template

A minimal template with required properties and common optional ones.

template.yaml

AWSTemplateFormatVersion: "2010-09-09"
Description: Sample template for AWS::SageMaker::Experiment

Resources:
  MyResource:
    Type: AWS::SageMaker::Experiment
    Properties:
      ExperimentName: "my-experimentname"
      Tags:
        - Key: Environment
          Value: Production
      Description: !Ref "AWS::StackName"

Required IAM Permissions

Permissions CloudFormation needs in your IAM role to manage this resource.

create

sagemaker:CreateExperimentsagemaker:DescribeExperimentsagemaker:AddTagssagemaker:ListTags

read

sagemaker:DescribeExperimentsagemaker:ListTags

update

sagemaker:UpdateExperimentsagemaker:DescribeExperimentsagemaker:AddTagssagemaker:DeleteTagssagemaker:ListTags

delete

sagemaker:DeleteExperimentsagemaker:DescribeExperimentsagemaker:ListTags

list

sagemaker:ListExperiments

Learn AWS the Practical Way

Our bi-weekly newsletter teaches hands-on AWS fundamentals. No certification fluff - just practical knowledge.

Subscribe to Newsletter

Quick Facts

ServiceSageMaker

Properties7

Required1

TaggingSupported

Primary IDArn

Supported Operations

CreateReadUpdateDeleteList

Immutable After Creation

These properties cannot be changed after the resource is created. Updating them triggers a replacement.

ExperimentName

Related Resources

External Links

AWS Documentation