API reference guide for Amazon SageMaker Autopilot
Amazon SageMaker provides API reference documentation that describes all of the REST operations and data types used by Autopilot and a higher level Amazon SageMaker Python SDK that you can use to create and manage AutoML jobs. It also provides a command line interface (CLI), an AWS SDK for Python (Boto) for low-level clients of Amazon SageMaker services, and SDKs for .NET, C++, Go, Java, JavaScript, PHP V3, and Ruby V3. The following sections describe these Autopilot programming interfaces.
Topics
Amazon SageMaker API reference
This API provides HTTP service APIs for creating and managing Amazon SageMaker Autopilot resources.
Actions
Data Types
For more information on the entire Amazon SageMaker REST API, see API and SDK Reference.
Amazon SageMaker Python SDK
This Python library provides several high-level abstractions for working with Amazon SageMaker. The following classes can be used to manage AutoML jobs.
For more information how this Python SDK simplifies model training and deployment,
see
Using the SageMaker
Python SDK
AWS Command Line Interface (CLI)
The AWS CLI
AWS SDK for Python (Boto)
Boto is the Amazon Web Services (AWS) SDK for Python. It enables Python developers
to
create, configure, and manage AWS services such as Amazon SageMaker. Boto provides
a low-level Client
AWS SDK for .NET
The .NET SDK enables developers to create, configure, and manage AWS services such as Amazon SageMaker. The API maps to the underlying Amazon SageMaker service API. Here is a list of the methods used to manage AutoML jobs with the Client class.
AWS SDK for C++
The C++ SDK enables developers to create, configure, and manage AWS services such
as
Amazon SageMaker. The API maps to the underlying Amazon SageMaker service API. For
information on the methods used
to manage AutoML jobs with the Client class, see Aws::SageMaker::SageMakerClient Class Reference
AWS SDK for Go
The Go SDK enables developers to create, configure, and manage AWS services such as Amazon SageMaker. The API maps to the underlying Amazon SageMaker service API. Here is a list of the methods used to manage AutoML jobs with the Client class.
AWS SDK for Java
The Java SDK enables developers to create, configure, and manage AWS services such as Amazon SageMaker. The API maps to the underlying Amazon SageMaker service API. Here is a list of the methods used to manage AutoML jobs with the Client class.
AWS SDK for JavaScript
The JavaScript SDK enables developers to create, configure, and manage AWS services such as Amazon SageMaker. The API maps to the underlying Amazon SageMaker service API. Here is a list of the methods used to manage AutoML jobs with the Client class.
AWS SDK for PHP V3
The PHP V3 SDK enables developers to create, configure, and manage AWS services such as Amazon SageMaker. The API maps to the underlying Amazon SageMaker service API. Here is a list of the methods used to manage AutoML jobs with the Client class.
AWS SDK for Ruby V3
The Ruby V3 SDK enables developers to create, configure, and manage AWS services such as Amazon SageMaker. The API maps to the underlying Amazon SageMaker service API. Here is a list of the methods used to manage AutoML jobs with the Client class.
