Az.MachineLearningServices

1.1.0

Microsoft Azure PowerShell: MachineLearningServices cmdlets

Minimum PowerShell version

5.1

Installation Options

Copy and Paste the following command to install this package using PowerShellGet More Info

Install-Module -Name Az.MachineLearningServices

Copy and Paste the following command to install this package using Microsoft.PowerShell.PSResourceGet More Info

Install-PSResource -Name Az.MachineLearningServices

You can deploy this package directly to Azure Automation. Note that deploying packages with dependencies will deploy all the dependencies to Azure Automation. Learn More

Manually download the .nupkg file to your system's default download location. Note that the file won't be unpacked, and won't include any dependencies. Learn More

Owners

Copyright

Microsoft Corporation. All rights reserved.

Package Details

Author(s)

  • Microsoft Corporation

Tags

Azure ResourceManager ARM MachineLearningServices

Functions

Get-AzMLServiceQuota Get-AzMLServiceUsage Get-AzMLServiceVMSize Get-AzMLWorkspace Get-AzMLWorkspaceBatchDeployment Get-AzMLWorkspaceBatchEndpoint Get-AzMLWorkspaceCodeVersion Get-AzMLWorkspaceComponentContainer Get-AzMLWorkspaceComponentVersion Get-AzMLWorkspaceCompute Get-AzMLWorkspaceComputeKey Get-AzMLWorkspaceComputeNode Get-AzMLWorkspaceConnection Get-AzMLWorkspaceDataContainer Get-AzMLWorkspaceDatastore Get-AzMLWorkspaceDatastoreSecret Get-AzMLWorkspaceDataVersion Get-AzMLWorkspaceEnvironmentContainer Get-AzMLWorkspaceEnvironmentVersion Get-AzMLWorkspaceFeature Get-AzMLWorkspaceJob Get-AzMLWorkspaceKey Get-AzMLWorkspaceModelContainer Get-AzMLWorkspaceModelVersion Get-AzMLWorkspaceNotebookAccessToken Get-AzMLWorkspaceNotebookKey Get-AzMLWorkspaceOnlineDeployment Get-AzMLWorkspaceOnlineDeploymentLog Get-AzMLWorkspaceOnlineDeploymentSku Get-AzMLWorkspaceOnlineEndpoint Get-AzMLWorkspaceOnlineEndpointKey Get-AzMLWorkspaceOnlineEndpointToken Get-AzMLWorkspaceOutboundNetworkDependencyEndpoint Get-AzMLWorkspaceStorageAccountKey Invoke-AzMLWorkspaceDiagnose Invoke-AzMLWorkspaceNotebook New-AzMLWorkspace New-AzMLWorkspaceAadAuthTypeWorkspaceConnectionPropertiesObject New-AzMLWorkspaceAccessKeyAuthTypeWorkspaceConnectionPropertiesObject New-AzMLWorkspaceAccountKeyAuthTypeWorkspaceConnectionPropertiesObject New-AzMLWorkspaceAksObject New-AzMLWorkspaceAmlComputeObject New-AzMLWorkspaceApiKeyAuthWorkspaceConnectionPropertiesObject New-AzMLWorkspaceBatchDeployment New-AzMLWorkspaceBatchEndpoint New-AzMLWorkspaceCodeVersion New-AzMLWorkspaceCommandJobObject New-AzMLWorkspaceComponentContainer New-AzMLWorkspaceComponentVersion New-AzMLWorkspaceCompute New-AzMLWorkspaceComputeInstanceObject New-AzMLWorkspaceComputeStartStopScheduleObject New-AzMLWorkspaceConnection New-AzMLWorkspaceCustomKeysWorkspaceConnectionPropertiesObject New-AzMLWorkspaceCustomModelJobInputObject New-AzMLWorkspaceCustomModelJobOutputObject New-AzMLWorkspaceDatabricksObject New-AzMLWorkspaceDataContainer New-AzMLWorkspaceDataFactoryObject New-AzMLWorkspaceDataLakeAnalyticsObject New-AzMLWorkspaceDataPathAssetReferenceObject New-AzMLWorkspaceDatastore New-AzMLWorkspaceDatastoreBlobObject New-AzMLWorkspaceDatastoreCredentialObject New-AzMLWorkspaceDatastoreDataLakeGen1Object New-AzMLWorkspaceDatastoreDataLakeGen2Object New-AzMLWorkspaceDatastoreFileObject New-AzMLWorkspaceDatastoreKeyCredentialObject New-AzMLWorkspaceDatastoreNoneCredentialObject New-AzMLWorkspaceDatastoreSasCredentialObject New-AzMLWorkspaceDatastoreServicePrincipalCredentialObject New-AzMLWorkspaceDataVersion New-AzMLWorkspaceEnvironmentVersion New-AzMLWorkspaceHDInsightObject New-AzMLWorkspaceIdAssetReferenceObject New-AzMLWorkspaceJob New-AzMLWorkspaceJobServiceObject New-AzMLWorkspaceKubernetesObject New-AzMLWorkspaceLiteralJobInputObject New-AzMLWorkspaceManagedIdentityAuthTypeWorkspaceConnectionPropertiesObject New-AzMLWorkspaceMLFlowModelJobInputObject New-AzMLWorkspaceMLFlowModelJobOutputObject New-AzMLWorkspaceMLTableJobInputObject New-AzMLWorkspaceMLTableJobOutputObject New-AzMLWorkspaceModelContainer New-AzMLWorkspaceModelVersion New-AzMLWorkspaceNoneAuthTypeWorkspaceConnectionPropertiesObject New-AzMLWorkspaceOAuth2AuthTypeWorkspaceConnectionPropertiesObject New-AzMLWorkspaceOnlineDeployment New-AzMLWorkspaceOnlineEndpoint New-AzMLWorkspaceOnlineEndpointKey New-AzMLWorkspaceOutputPathAssetReferenceObject New-AzMLWorkspacePatAuthTypeWorkspaceConnectionPropertiesObject New-AzMLWorkspacePipelineJobObject New-AzMLWorkspaceQuotaPropertiesObject New-AzMLWorkspaceSasAuthTypeWorkspaceConnectionPropertiesObject New-AzMLWorkspaceServicePrincipalAuthTypeWorkspaceConnectionPropertiesObject New-AzMLWorkspaceSharedPrivateLinkResourceObject New-AzMLWorkspaceSweepJobObject New-AzMLWorkspaceSynapseSparkObject New-AzMLWorkspaceTritonModelJobInputObject New-AzMLWorkspaceTritonModelJobOutputObject New-AzMLWorkspaceUriFileJobInputObject New-AzMLWorkspaceUriFileJobOutputObject New-AzMLWorkspaceUriFolderJobInputObject New-AzMLWorkspaceUriFolderJobOutputObject New-AzMLWorkspaceUsernamePasswordAuthTypeWorkspaceConnectionPropertiesObject New-AzMLWorkspaceVirtualMachineObject Remove-AzMLWorkspace Remove-AzMLWorkspaceBatchDeployment Remove-AzMLWorkspaceBatchEndpoint Remove-AzMLWorkspaceCodeVersion Remove-AzMLWorkspaceComponentContainer Remove-AzMLWorkspaceComponentVersion Remove-AzMLWorkspaceCompute Remove-AzMLWorkspaceConnection Remove-AzMLWorkspaceDataContainer Remove-AzMLWorkspaceDatastore Remove-AzMLWorkspaceDataVersion Remove-AzMLWorkspaceEnvironmentContainer Remove-AzMLWorkspaceEnvironmentVersion Remove-AzMLWorkspaceJob Remove-AzMLWorkspaceModelContainer Remove-AzMLWorkspaceModelVersion Remove-AzMLWorkspaceOnlineDeployment Remove-AzMLWorkspaceOnlineEndpoint Restart-AzMLWorkspaceCompute Start-AzMLWorkspaceCompute Stop-AzMLWorkspaceCompute Stop-AzMLWorkspaceJob Sync-AzMLWorkspaceKey Update-AzMLServiceQuota Update-AzMLWorkspace Update-AzMLWorkspaceBatchDeployment Update-AzMLWorkspaceBatchEndpoint Update-AzMLWorkspaceCompute Update-AzMLWorkspaceOnlineDeployment Update-AzMLWorkspaceOnlineEndpoint

PSEditions

Core Desktop

Dependencies

Release Notes

* Updated API version to 2024-04-01
* Added Kind and HubResourceId parameters for Workspace cmdlets
* Fixed batch deployment creation issue
* Fixed Connection creation issue
* Added Connection Properties object cmdlets for connection creation
   - 'New-AzMLWorkspaceAadAuthTypeWorkspaceConnectionPropertiesObject'
   - 'New-AzMLWorkspaceAccessKeyAuthTypeWorkspaceConnectionPropertiesObject'
   - 'New-AzMLWorkspaceAccountKeyAuthTypeWorkspaceConnectionPropertiesObject'
   - 'New-AzMLWorkspaceApiKeyAuthWorkspaceConnectionPropertiesObject'
   - 'New-AzMLWorkspaceCustomKeysWorkspaceConnectionPropertiesObject'
   - 'New-AzMLWorkspaceManagedIdentityAuthTypeWorkspaceConnectionPropertiesObject'
   - 'New-AzMLWorkspaceNoneAuthTypeWorkspaceConnectionPropertiesObject'
   - 'New-AzMLWorkspaceOAuth2AuthTypeWorkspaceConnectionPropertiesObject'
   - 'New-AzMLWorkspacePatAuthTypeWorkspaceConnectionPropertiesObject'
   - 'New-AzMLWorkspaceSasAuthTypeWorkspaceConnectionPropertiesObject'
   - 'New-AzMLWorkspaceServicePrincipalAuthTypeWorkspaceConnectionPropertiesObject'
   - 'New-AzMLWorkspaceUsernamePasswordAuthTypeWorkspaceConnectionPropertiesObject'
* Added Model reference object cmdlets for batch deployment creation
   - 'New-AzMLWorkspaceIdAssetReferenceObject'
   - 'New-AzMLWorkspaceDataPathAssetReferenceObject'
   - 'New-AzMLWorkspaceOutputPathAssetReferenceObject'

FileList

Version History

Version Downloads Last updated
1.1.0 (current version) 8,901,116 8/6/2024
1.0.1 6,130,925 5/21/2024
1.0.0 19,660,311 5/23/2023
0.1.0 5,247 7/5/2022