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Creates an Autopilot job also referred to as Autopilot experiment or AutoML job.
We recommend using the new versions CreateAutoMLJobV2
and DescribeAutoMLJobV2,
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.
You can find the best-performing model after you run an AutoML job by calling DescribeAutoMLJobV2 (recommended) or DescribeAutoMLJob.
For .NET Core this operation is only available in asynchronous form. Please refer to CreateAutoMLJobAsync.
Namespace: Amazon.SageMaker
Assembly: AWSSDK.SageMaker.dll
Version: 3.x.y.z
public abstract CreateAutoMLJobResponse CreateAutoMLJob( CreateAutoMLJobRequest request )
Container for the necessary parameters to execute the CreateAutoMLJob 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, 4.0, 3.5