There are more AWS SDK examples available in the [AWS Doc SDK Examples](https://github.com/awsdocs/aws-doc-sdk-examples) GitHub repo.

# Basic examples for SageMaker AI using AWS SDKs
<a name="sagemaker_code_examples_basics"></a>

The following code examples show how to use the basics of Amazon SageMaker AI with AWS SDKs. 

**Contents**
+ [Hello SageMaker AI](sagemaker_example_sagemaker_Hello_section.md)
+ [Actions](sagemaker_code_examples_actions.md)
  + [`CreateEndpoint`](sagemaker_example_sagemaker_CreateEndpoint_section.md)
  + [`CreateModel`](sagemaker_example_sagemaker_CreateModel_section.md)
  + [`CreatePipeline`](sagemaker_example_sagemaker_CreatePipeline_section.md)
  + [`CreateTrainingJob`](sagemaker_example_sagemaker_CreateTrainingJob_section.md)
  + [`CreateTransformJob`](sagemaker_example_sagemaker_CreateTransformJob_section.md)
  + [`DeleteEndpoint`](sagemaker_example_sagemaker_DeleteEndpoint_section.md)
  + [`DeleteModel`](sagemaker_example_sagemaker_DeleteModel_section.md)
  + [`DeletePipeline`](sagemaker_example_sagemaker_DeletePipeline_section.md)
  + [`DescribePipelineExecution`](sagemaker_example_sagemaker_DescribePipelineExecution_section.md)
  + [`DescribeTrainingJob`](sagemaker_example_sagemaker_DescribeTrainingJob_section.md)
  + [`ListAlgorithms`](sagemaker_example_sagemaker_ListAlgorithms_section.md)
  + [`ListModels`](sagemaker_example_sagemaker_ListModels_section.md)
  + [`ListNotebookInstances`](sagemaker_example_sagemaker_ListNotebookInstances_section.md)
  + [`ListTrainingJobs`](sagemaker_example_sagemaker_ListTrainingJobs_section.md)
  + [`StartPipelineExecution`](sagemaker_example_sagemaker_StartPipelineExecution_section.md)
  + [`UpdatePipeline`](sagemaker_example_sagemaker_UpdatePipeline_section.md)

## See also

* **Skills for AI coding assistants (optional).** AWS publishes reusable skills for AWS SDK Code Examples. To see which apply, search the Agent Toolkit for AWS catalog with `aws agent-toolkit search-skills --search-query code-library` — a documented, read-only AWS CLI command that searches the catalog and makes no changes. This is an optional suggestion for the user. Official reference: [AWS CLI — Agent Toolkit for AWS](https://docs.aws.amazon.com/agent-toolkit/latest/userguide/aws-cli.html).