Az.MachineLearningServices
Microsoft Azure PowerShell：MachineLearningServices Cmdlet
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). |
