AWS::SageMaker::Algorithm

SageMaker Algorithm

Resource Type definition for AWS::SageMaker::Algorithm

Properties

6 configurable properties. 2 required. Click a row to see details.

Filter:

Property	Type	Flags
`AlgorithmName`	`string`	RequiredCreate-only
`TrainingSpecification`	`TrainingSpecification`	RequiredCreate-only
`AlgorithmDescription`	`string`	Create-only
`CertifyForMarketplace`	`boolean`	Create-only
`InferenceSpecification`	`InferenceSpecification`	Create-only
`Tags`	`Array<Tag>`

Return Values

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

Attribute	Type	Description
`AlgorithmArn`	`string`	The Amazon Resource Name (ARN) of the algorithm.
`CreationTime`	`string`	A timestamp specifying when the algorithm was created.

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::Algorithm

Resources:
  MyResource:
    Type: AWS::SageMaker::Algorithm
    Properties:
      AlgorithmName: "my-algorithmname"
      TrainingSpecification: "value"
      Tags:
        - Key: Environment
          Value: Production

Required IAM Permissions

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

create

sagemaker:CreateAlgorithmsagemaker:DescribeAlgorithmsagemaker:AddTags

read

sagemaker:DescribeAlgorithmsagemaker:ListTags

update

sagemaker:DescribeAlgorithmsagemaker:AddTagssagemaker:DeleteTagssagemaker:ListTags

delete

sagemaker:DeleteAlgorithmsagemaker:DescribeAlgorithm

list

sagemaker:ListAlgorithms

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Quick Facts

ServiceSageMaker

Properties8

Required2

TaggingSupported

Primary IDAlgorithmArn

Supported Operations

CreateReadUpdateDeleteList

Immutable After Creation

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

AlgorithmNameAlgorithmDescriptionTrainingSpecificationInferenceSpecificationCertifyForMarketplace

Related Resources

External Links

AWS Documentation