APIs, CLI, and SDKs

Amazon SageMaker AI provides APIs, SDKs, and a command line interface that you can use to create and manage notebook instances and train and deploy models.

Amazon SageMaker Python SDK (Recommended)
Amazon SageMaker API Reference
Amazon Augmented AI API Reference
AWS Command Line Interface
AWS SDK for .NET
AWS SDK for C++
AWS SDK for Go
AWS SDK for Java
AWS SDK for JavaScript
AWS SDK for PHP
AWS SDK for Python (Boto)
AWS SDK for Ruby
Amazon SageMaker AI Spark

You can also get code examples from the Amazon SageMaker AI example notebooks GitHub repository.

Example notebooks

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Document Conventions

Programming Model for Amazon SageMaker AI

SageMaker AI Document History