Az.MachineLearningServices

Microsoft Azure PowerShell: MachineLearningServices-Cmdlets

Machine Learning

Get-AzMLServiceQuota	Gets the currently assigned Workspace Quotas based on VMFamily.
Get-AzMLServiceUsage	Gets the current usage information as well as limits for AML resources for given subscription and location.
Get-AzMLServiceVMSize	Returns supported VM Sizes in a location
Get-AzMLWorkspace	Gets the properties of the specified machine learning workspace.
Get-AzMLWorkspaceBatchDeployment	Gets a batch inference deployment by id.
Get-AzMLWorkspaceBatchEndpoint	Gets a batch inference endpoint by name.
Get-AzMLWorkspaceCodeVersion	Get version.
Get-AzMLWorkspaceComponentContainer	Get container.
Get-AzMLWorkspaceComponentVersion	Get version.
Get-AzMLWorkspaceCompute	Gets compute definition by its name. Any secrets (storage keys, service credentials, etc) are not returned - use 'keys' nested resource to get them.
Get-AzMLWorkspaceComputeKey	Gets secrets related to Machine Learning compute (storage keys, service credentials, etc).
Get-AzMLWorkspaceComputeNode	Get the details (e.g IP address, port etc) of all the compute nodes in the compute.
Get-AzMLWorkspaceConnection	Get a new workspace connection
Get-AzMLWorkspaceDataContainer	Get container.
Get-AzMLWorkspaceDatastore	Get datastore.
Get-AzMLWorkspaceDatastoreSecret	Get datastore secrets.
Get-AzMLWorkspaceDataVersion	Get version.
Get-AzMLWorkspaceEnvironmentContainer	Get container.
Get-AzMLWorkspaceEnvironmentVersion	Get version.
Get-AzMLWorkspaceFeature	Lists all enabled features for a workspace
Get-AzMLWorkspaceJob	Gets a Job by name/id.
Get-AzMLWorkspaceKey	Lists all the keys associated with this workspace. This includes keys for the storage account, app insights and password for container registry
Get-AzMLWorkspaceModelContainer	Get container.
Get-AzMLWorkspaceModelVersion	Get version.
Get-AzMLWorkspaceNotebookAccessToken	return notebook access token and refresh token
Get-AzMLWorkspaceNotebookKey	List keys of a notebook.
Get-AzMLWorkspaceOnlineDeployment	Get Inference Deployment Deployment.
Get-AzMLWorkspaceOnlineDeploymentLog	Polls an Endpoint operation.
Get-AzMLWorkspaceOnlineDeploymentSku	List Inference Endpoint Deployment Skus.
Get-AzMLWorkspaceOnlineEndpoint	Get Online Endpoint.
Get-AzMLWorkspaceOnlineEndpointKey	List EndpointAuthKeys for an Endpoint using Key-based authentication.
Get-AzMLWorkspaceOnlineEndpointToken	Retrieve a valid AML token for an Endpoint using AMLToken-based authentication.
Get-AzMLWorkspaceOutboundNetworkDependencyEndpoint	Called by Client (Portal, CLI, etc) to get a list of all external outbound dependencies (FQDNs) programmatically.
Get-AzMLWorkspaceStorageAccountKey	List storage account keys of a workspace.
Invoke-AzMLWorkspaceDiagnose	Diagnose workspace setup issue.
Invoke-AzMLWorkspaceNotebook	Prepare a notebook.
New-AzMLWorkspace	Creates or updates a workspace with the specified parameters.
New-AzMLWorkspaceAadAuthTypeWorkspaceConnectionPropertiesObject	Create an in-memory object for AadAuthTypeWorkspaceConnectionProperties.
New-AzMLWorkspaceAccessKeyAuthTypeWorkspaceConnectionPropertiesObject	Create an in-memory object for AccessKeyAuthTypeWorkspaceConnectionProperties.
New-AzMLWorkspaceAccountKeyAuthTypeWorkspaceConnectionPropertiesObject	Create an in-memory object for AccountKeyAuthTypeWorkspaceConnectionProperties.
New-AzMLWorkspaceAksObject	Create an in-memory object for Aks.
New-AzMLWorkspaceAmlComputeObject	Create an in-memory object for AmlCompute.
New-AzMLWorkspaceApiKeyAuthWorkspaceConnectionPropertiesObject	Create an in-memory object for ApiKeyAuthWorkspaceConnectionProperties.
New-AzMLWorkspaceBatchDeployment	Creates/updates a batch inference deployment (asynchronous).
New-AzMLWorkspaceBatchEndpoint	Creates a batch inference endpoint (asynchronous).
New-AzMLWorkspaceCodeVersion	Create or update version.
New-AzMLWorkspaceCommandJobObject	Create an in-memory object for CommandJob.
New-AzMLWorkspaceComponentContainer	Create or update container.
New-AzMLWorkspaceComponentVersion	Create or update version.
New-AzMLWorkspaceCompute	Creates or updates compute. This call will overwrite a compute if it exists. This is a nonrecoverable operation. If your intent is to create a new compute, do a GET first to verify that it does not exist yet.
New-AzMLWorkspaceComputeInstanceObject	Create an in-memory object for ComputeInstance.
New-AzMLWorkspaceComputeStartStopScheduleObject	Create an in-memory object for ComputeStartStopSchedule.
New-AzMLWorkspaceConnection	Creating or updating a new workspace connection
New-AzMLWorkspaceCustomKeysWorkspaceConnectionPropertiesObject	Create an in-memory object for CustomKeysWorkspaceConnectionProperties.
New-AzMLWorkspaceCustomModelJobInputObject	Create an in-memory object for CustomModelJobInput.
New-AzMLWorkspaceCustomModelJobOutputObject	Create an in-memory object for CustomModelJobOutput.
New-AzMLWorkspaceDatabricksObject	Create an in-memory object for Databricks.
New-AzMLWorkspaceDataContainer	Create or update container.
New-AzMLWorkspaceDataFactoryObject	Create an in-memory object for DataFactory.
New-AzMLWorkspaceDataLakeAnalyticsObject	Create an in-memory object for DataLakeAnalytics.
New-AzMLWorkspaceDataPathAssetReferenceObject	Create an in-memory object for DataPathAssetReference.
New-AzMLWorkspaceDatastore	Create or update datastore.
New-AzMLWorkspaceDatastoreBlobObject	Create an in-memory object for AzureBlobDatastore.
New-AzMLWorkspaceDatastoreCredentialObject	Create an in-memory object for CertificateDatastoreCredentials.
New-AzMLWorkspaceDatastoreDataLakeGen1Object	Create an in-memory object for AzureDataLakeGen1Datastore.
New-AzMLWorkspaceDatastoreDataLakeGen2Object	Create an in-memory object for AzureDataLakeGen2Datastore.
New-AzMLWorkspaceDatastoreFileObject	Create an in-memory object for AzureFileDatastore.
New-AzMLWorkspaceDatastoreKeyCredentialObject	Create an in-memory object for AccountKeyDatastoreCredentials.
New-AzMLWorkspaceDatastoreNoneCredentialObject	Create an in-memory object for NoneDatastoreCredentials.
New-AzMLWorkspaceDatastoreSasCredentialObject	Create an in-memory object for SasDatastoreCredentials.
New-AzMLWorkspaceDatastoreServicePrincipalCredentialObject	Create an in-memory object for ServicePrincipalDatastoreCredentials.
New-AzMLWorkspaceDataVersion	Create or update version.
New-AzMLWorkspaceEnvironmentVersion	Creates or updates an EnvironmentVersion.
New-AzMLWorkspaceHDInsightObject	Create an in-memory object for HDInsight.
New-AzMLWorkspaceIdAssetReferenceObject	Create an in-memory object for IdAssetReference.
New-AzMLWorkspaceJob	Creates and executes a Job.\r\nFor update case, the Tags in the definition passed in will replace Tags in the existing job.
New-AzMLWorkspaceJobServiceObject	Create an in-memory object for JobService.
New-AzMLWorkspaceKubernetesObject	Create an in-memory object for Kubernetes.
New-AzMLWorkspaceLiteralJobInputObject	Create an in-memory object for LiteralJobInput.
New-AzMLWorkspaceManagedIdentityAuthTypeWorkspaceConnectionPropertiesObject	Create an in-memory object for ManagedIdentityAuthTypeWorkspaceConnectionProperties.
New-AzMLWorkspaceMLFlowModelJobInputObject	Create an in-memory object for MLFlowModelJobInput.
New-AzMLWorkspaceMLFlowModelJobOutputObject	Create an in-memory object for MLFlowModelJobOutput.
New-AzMLWorkspaceMLTableJobInputObject	Create an in-memory object for MLTableJobInput.
New-AzMLWorkspaceMLTableJobOutputObject	Create an in-memory object for MLTableJobOutput.
New-AzMLWorkspaceModelContainer	Create or update container.
New-AzMLWorkspaceModelVersion	Create or update version.
New-AzMLWorkspaceNoneAuthTypeWorkspaceConnectionPropertiesObject	Create an in-memory object for NoneAuthTypeWorkspaceConnectionProperties.
New-AzMLWorkspaceOAuth2AuthTypeWorkspaceConnectionPropertiesObject	Create an in-memory object for OAuth2AuthTypeWorkspaceConnectionProperties.
New-AzMLWorkspaceOnlineDeployment	Create or update Inference Endpoint Deployment (asynchronous).
New-AzMLWorkspaceOnlineEndpoint	Create or update Online Endpoint (asynchronous).
New-AzMLWorkspaceOnlineEndpointKey	Regenerate EndpointAuthKeys for an Endpoint using Key-based authentication (asynchronous).
New-AzMLWorkspaceOutputPathAssetReferenceObject	Create an in-memory object for OutputPathAssetReference.
New-AzMLWorkspacePatAuthTypeWorkspaceConnectionPropertiesObject	Create an in-memory object for PatAuthTypeWorkspaceConnectionProperties.
New-AzMLWorkspacePipelineJobObject	Create an in-memory object for PipelineJob.
New-AzMLWorkspaceQuotaPropertiesObject	Create an in-memory object for QuotaBaseProperties.
New-AzMLWorkspaceSasAuthTypeWorkspaceConnectionPropertiesObject	Create an in-memory object for SasAuthTypeWorkspaceConnectionProperties.
New-AzMLWorkspaceServicePrincipalAuthTypeWorkspaceConnectionPropertiesObject	Create an in-memory object for ServicePrincipalAuthTypeWorkspaceConnectionProperties.
New-AzMLWorkspaceSharedPrivateLinkResourceObject	Create an in-memory object for SharedPrivateLinkResource.
New-AzMLWorkspaceSweepJobObject	Create an in-memory object for SweepJob.
New-AzMLWorkspaceSynapseSparkObject	Create an in-memory object for SynapseSpark.
New-AzMLWorkspaceTritonModelJobInputObject	Create an in-memory object for TritonModelJobInput.
New-AzMLWorkspaceTritonModelJobOutputObject	Create an in-memory object for TritonModelJobOutput.
New-AzMLWorkspaceUriFileJobInputObject	Create an in-memory object for UriFileJobInput.
New-AzMLWorkspaceUriFileJobOutputObject	Create an in-memory object for UriFileJobOutput.
New-AzMLWorkspaceUriFolderJobInputObject	Create an in-memory object for UriFolderJobInput.
New-AzMLWorkspaceUriFolderJobOutputObject	Create an in-memory object for UriFolderJobOutput.
New-AzMLWorkspaceUsernamePasswordAuthTypeWorkspaceConnectionPropertiesObject	Create an in-memory object for UsernamePasswordAuthTypeWorkspaceConnectionProperties.
New-AzMLWorkspaceVirtualMachineObject	Create an in-memory object for VirtualMachine.
Remove-AzMLWorkspace	Deletes a machine learning workspace.
Remove-AzMLWorkspaceBatchDeployment	Delete Batch Inference deployment (asynchronous).
Remove-AzMLWorkspaceBatchEndpoint	Delete Batch Inference Endpoint (asynchronous).
Remove-AzMLWorkspaceCodeVersion	Delete version.
Remove-AzMLWorkspaceComponentContainer	Delete container.
Remove-AzMLWorkspaceComponentVersion	Delete version.
Remove-AzMLWorkspaceCompute	Deletes specified Machine Learning compute.
Remove-AzMLWorkspaceConnection	Remove a new workspace connection
Remove-AzMLWorkspaceDataContainer	Delete container.
Remove-AzMLWorkspaceDatastore	Delete datastore.
Remove-AzMLWorkspaceDataVersion	Delete version.
Remove-AzMLWorkspaceEnvironmentContainer	Delete container.
Remove-AzMLWorkspaceEnvironmentVersion	Delete version.
Remove-AzMLWorkspaceJob	Deletes a Job (asynchronous).
Remove-AzMLWorkspaceModelContainer	Delete container.
Remove-AzMLWorkspaceModelVersion	Delete version.
Remove-AzMLWorkspaceOnlineDeployment	Delete Inference Endpoint Deployment (asynchronous).
Remove-AzMLWorkspaceOnlineEndpoint	Delete Online Endpoint (asynchronous).
Restart-AzMLWorkspaceCompute	Posts a restart action to a compute instance
Start-AzMLWorkspaceCompute	Posts a start action to a compute instance
Stop-AzMLWorkspaceCompute	Posts a stop action to a compute instance
Stop-AzMLWorkspaceJob	Cancels a Job (asynchronous).
Sync-AzMLWorkspaceKey	Resync all the keys associated with this workspace. This includes keys for the storage account, app insights and password for container registry
Update-AzMLServiceQuota	Update quota for each VM family in workspace.
Update-AzMLWorkspace	Updates a machine learning workspace with the specified parameters.
Update-AzMLWorkspaceBatchDeployment	Update a batch inference deployment (asynchronous).
Update-AzMLWorkspaceBatchEndpoint	Update a batch inference endpoint (asynchronous).
Update-AzMLWorkspaceCompute	Updates properties of a compute. This call will overwrite a compute if it exists. This is a nonrecoverable operation.
Update-AzMLWorkspaceOnlineDeployment	Update Online Deployment (asynchronous).
Update-AzMLWorkspaceOnlineEndpoint	Update Online Endpoint (asynchronous).