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Creates an Autopilot job also referred to as Autopilot experiment or AutoML job V2.
CreateAutoMLJobV2
and DescribeAutoMLJobV2
are new versions of CreateAutoMLJob
and DescribeAutoMLJob
which offer backward compatibility.
Find guidelines about how to migrate a CreateAutoMLJobV2 can manage tabular problem types identical to those of its
previous version CreateAutoMLJob, as well as time-series forecasting, non-tabular
problem types such as image or text classification, and text generation (LLMs fine-tuning).
CreateAutoMLJob to CreateAutoMLJobV2
in Migrate
a CreateAutoMLJob to CreateAutoMLJobV2.
For the list of available problem types supported by CreateAutoMLJobV2, see
AutoMLProblemTypeConfig.
You can find the best-performing model after you run an AutoML job V2 by calling DescribeAutoMLJobV2.
For .NET Core this operation is only available in asynchronous form. Please refer to CreateAutoMLJobV2Async.
Namespace: Amazon.SageMaker
Assembly: AWSSDK.SageMaker.dll
Version: 3.x.y.z
public abstract CreateAutoMLJobV2Response CreateAutoMLJobV2( CreateAutoMLJobV2Request request )
Container for the necessary parameters to execute the CreateAutoMLJobV2 service method.
| Exception | Condition |
|---|---|
| ResourceInUseException | Resource being accessed is in use. |
| ResourceLimitExceededException | You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created. |
.NET Framework:
Supported in: 4.5 and newer, 3.5