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CmdID / aws / aws sagemaker

aws sagemaker create-auto-ml-job

Creates an Autopilot job also referred to as Autopilot experiment or AutoML job. AWS CLI reference

10 options Its page in the AWS CLI reference

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Options

10 in the AWS CLI reference
--auto-ml-job-configA collection of settings used to configure an AutoML job.
--auto-ml-job-nameIdentifies an Autopilot job.
--auto-ml-job-objectiveSpecifies a metric to minimize or maximize as the objective of a job.
--generate-candidate-definitions-onlyGenerates possible candidates without training the models.
--input-data-configAn array of channel objects that describes the input data and its location.
--model-deploy-configSpecifies how to generate the endpoint name for an automatic one-click Autopilot model deployment.
--output-data-configProvides information about encryption and the Amazon S3 output path needed to store artifacts from an AutoML job.
--problem-typeDefines the type of supervised learning problem available for the candidates.
--role-arnThe ARN of the role that is used to access the data.
--tagsAn array of key-value pairs.