API Reference guide for Autopilot (original) (raw)

DocumentationAmazon SageMakerDeveloper Guide

AutoML API ActionsAutoML API Data Types

This section provides a subset of the HTTP service REST APIs for creating and managing Amazon SageMaker Autopilot resources (AutoML jobs) programmatically.

If your language of choice is Python, you can refer to AWS SDK for Python (Boto3) or the AutoMLV2 object of the Amazon SageMaker Python SDK directly.

AutoML API Actions

This list details the operations available in the Reference API to manage AutoML jobs programmatically.

Note

CreateAutoMLJobV2 and DescribeAutoMLJobV2 are new versions of CreateAutoMLJob andDescribeAutoMLJob which offer backward compatibility.

We recommend using the CreateAutoMLJobV2. CreateAutoMLJobV2 can manage tabular problem types identical to those of its previous versionCreateAutoMLJob, as well as non-tabular problem types such as image or text classification, or time-series forecasting.

Find guidelines about how to migrate a CreateAutoMLJob toCreateAutoMLJobV2 in Migrate a CreateAutoMLJob to CreateAutoMLJobV2.

AutoML API Data Types

This list details the API AutoML objects used by the actions above as inbound requests or outbound responses.

Document Conventions

Quotas

SageMaker JumpStart

Did this page help you? - Yes

Thanks for letting us know we're doing a good job!

If you've got a moment, please tell us what we did right so we can do more of it.

Did this page help you? - No

Thanks for letting us know this page needs work. We're sorry we let you down.

If you've got a moment, please tell us how we can make the documentation better.