The legacy versions of AutoML Tables, AutoML Video Intelligence, AutoML Vision, and AutoML Natural Language are deprecated and will no longer be available on Google Cloud after their shutdown date. All the functionality of legacy AutoML and new features are available on the Vertex AI platform. See Migrate to Vertex AI to learn how to migrate your resources.

Cloud AutoML API

Train high-quality custom machine learning models with minimum effort and machine learning expertise.

Service: automl.googleapis.com

The Service name automl.googleapis.com is needed to create RPC client stubs.

`google.cloud.automl.v1.AutoMl`

Methods
`CreateDataset`	Creates a dataset.
`CreateModel`	Creates a model.
`DeleteDataset`	Deletes a dataset and all of its contents.
`DeleteModel`	Deletes a model.
`DeployModel`	Deploys a model.
`ExportData`	Exports dataset's data to the provided output location.
`ExportModel`	Exports a trained, "export-able", model to a user specified Google Cloud Storage location.
`GetAnnotationSpec`	Gets an annotation spec.
`GetDataset`	Gets a dataset.
`GetModel`	Gets a model.
`GetModelEvaluation`	Gets a model evaluation.
`ImportData`	Imports data into a dataset.
`ListDatasets`	Lists datasets in a project.
`ListModelEvaluations`	Lists model evaluations.
`ListModels`	Lists models.
`UndeployModel`	Undeploys a model.
`UpdateDataset`	Updates a dataset.
`UpdateModel`	Updates a model.

`google.cloud.automl.v1.PredictionService`

Methods
`BatchPredict`	Perform a batch prediction.
`Predict`	Perform an online prediction.

`google.cloud.automl.v1beta1.AutoMl`

Methods
`CreateDataset`	Creates a dataset.
`CreateModel`	Creates a model.
`DeleteDataset`	Deletes a dataset and all of its contents.
`DeleteModel`	Deletes a model.
`DeployModel`	Deploys a model.
`ExportData`	Exports dataset's data to the provided output location.
`ExportEvaluatedExamples`	Exports examples on which the model was evaluated (i.e.
`ExportModel`	Exports a trained, "export-able", model to a user specified Google Cloud Storage location.
`GetAnnotationSpec`	Gets an annotation spec.
`GetColumnSpec`	Gets a column spec.
`GetDataset`	Gets a dataset.
`GetModel`	Gets a model.
`GetModelEvaluation`	Gets a model evaluation.
`GetTableSpec`	Gets a table spec.
`ImportData`	Imports data into a dataset.
`ListColumnSpecs`	Lists column specs in a table spec.
`ListDatasets`	Lists datasets in a project.
`ListModelEvaluations`	Lists model evaluations.
`ListModels`	Lists models.
`ListTableSpecs`	Lists table specs in a dataset.
`UndeployModel`	Undeploys a model.
`UpdateColumnSpec`	Updates a column spec.
`UpdateDataset`	Updates a dataset.
`UpdateTableSpec`	Updates a table spec.

`google.cloud.automl.v1beta1.PredictionService`

Methods
`BatchPredict`	Perform a batch prediction.
`Predict`	Perform an online prediction.

`google.cloud.automl.v1beta1.StreamingPredictionService`

Methods

`google.cloud.automl.v1p1beta.AutoMl`

Methods
`CreateDataset`	Creates a dataset.
`CreateModel`	Creates a model.
`DeleteDataset`	Deletes a dataset and all of its contents.
`DeleteModel`	Deletes a model.
`DeployModel`	Deploys a model.
`ExportData`	Exports dataset's data to the provided output location.
`ExportEvaluatedExamples`	Exports examples on which the model was evaluated (i.e.
`ExportModel`	Exports a trained, "export-able", model to a user specified Google Cloud Storage location.
`GetAnnotationSpec`	Gets an annotation spec.
`GetColumnSpec`	Gets a column spec.
`GetDataset`	Gets a dataset.
`GetModel`	Gets a model.
`GetModelEvaluation`	Gets a model evaluation.
`GetTableSpec`	Gets a table spec.
`ImportData`	Imports data into a dataset.
`ListColumnSpecs`	Lists column specs in a table spec.
`ListDatasets`	Lists datasets in a project.
`ListModelEvaluations`	Lists model evaluations.
`ListModels`	Lists models.
`ListTableSpecs`	Lists table specs in a dataset.
`UndeployModel`	Undeploys a model.
`UpdateColumnSpec`	Updates a column spec.
`UpdateDataset`	Updates a dataset.
`UpdateModel`	Updates a model.
`UpdateTableSpec`	Updates a table spec.

`google.cloud.automl.v1p1beta.PredictionService`

Methods
`BatchPredict`	Perform a batch prediction.
`Predict`	Perform an online prediction.

`google.cloud.location.Locations`

Methods
`GetLocation`	Gets information about a location.
`ListLocations`	Lists information about the supported locations for this service.

`google.iam.v1.IAMPolicy`

Methods
`GetIamPolicy`	Gets the access control policy for a resource.
`SetIamPolicy`	Sets the access control policy on the specified resource.
`TestIamPermissions`	Returns permissions that a caller has on the specified resource.

`google.longrunning.Operations`

Methods
`CancelOperation`	Starts asynchronous cancellation on a long-running operation.
`DeleteOperation`	Deletes a long-running operation.
`GetOperation`	Gets the latest state of a long-running operation.
`ListOperations`	Lists operations that match the specified filter in the request.
`WaitOperation`	Waits for the specified long-running operation until it is done or reaches at most a specified timeout, returning the latest state.