Action Description Resources Conditions
Generates predictions for a group of observations.
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Creates a DataSource object from an Amazon Relational Database Service (Amazon RDS).
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Creates a DataSource from a database hosted on an Amazon Redshift cluster.
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Creates a DataSource object.
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Creates a new Evaluation of an MLModel.
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Creates a new MLModel using the DataSource and the recipe as information sources.
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Creates a real-time endpoint for the MLModel.
  • arn:aws:machinelearning:$region:$account:mlmodel/$mlmodel-id
Assigns the DELETED status to a BatchPrediction, rendering it unusable.
  • arn:aws:machinelearning:$region:$account:batchprediction/$batchprediction-id
Assigns the DELETED status to a DataSource, rendering it unusable.
  • arn:aws:machinelearning:$region:$account:datasource/$datasource-id
Assigns the DELETED status to an Evaluation, rendering it unusable.
  • arn:aws:machinelearning:$region:$account:evaluation/$evaluation-id
Assigns the DELETED status to an MLModel, rendering it unusable.
  • arn:aws:machinelearning:$region:$account:mlmodel/$mlmodel-id
Deletes a real time endpoint of an MLModel.
  • arn:aws:machinelearning:$region:$account:mlmodel/$mlmodel-id
Returns a list of BatchPrediction operations that match the search criteria in the request.
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Returns a list of DataSource that match the search criteria in the request.
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Returns a list of DescribeEvaluations that match the search criteria in the request.
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Returns a list of MLModel that match the search criteria in the request.
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Returns a BatchPrediction that includes detailed metadata, status, and data file information for a Batch Prediction request.
  • arn:aws:machinelearning:$region:$account:batchprediction/$batchprediction-id
Returns a DataSource that includes metadata and data file information, as well as the current status of the DataSource.
  • arn:aws:machinelearning:$region:$account:datasource/$datasource-id
Returns an Evaluation that includes metadata as well as the current status of the Evaluation.
  • arn:aws:machinelearning:$region:$account:evaluation/$evaluation-id
Returns an MLModel that includes detailed metadata, data source information, and the current status of the MLModel.
  • arn:aws:machinelearning:$region:$account:mlmodel/$mlmodel-id
Generates a prediction for the observation using the specified ML Model.
  • arn:aws:machinelearning:$region:$account:mlmodel/$mlmodel-id
Updates the BatchPredictionName of a BatchPrediction.
  • arn:aws:machinelearning:$region:$account:batchprediction/$batchprediction-id
Updates the DataSourceName of a DataSource.
  • arn:aws:machinelearning:$region:$account:datasource/$datasource-id
Updates the EvaluationName of an Evaluation.
  • arn:aws:machinelearning:$region:$account:evaluation/$evaluation-id
Updates the MLModelName and the ScoreThreshold of an MLModel.
  • arn:aws:machinelearning:$region:$account:mlmodel/$mlmodel-id