az ml
Note
This reference is part of the azure-cli-ml extension for the Azure CLI (version 2.0.28 or higher). The extension will automatically install the first time you run an az ml command. Learn more about extensions.
Manage Azure Machine Learning resources with the Azure CLI ML extension v1.
[Warning] Azure ML CLI v1 is getting retired on September 30, 2025. Users are recommended to adopt CLI v2. Use documentation at https://aka.ms/migrateamlv2 and https://aka.ms/amlcliv2 to learn more about CLI v2. Install Azure CLI ML extension v1 https://docs.microsoft.com/azure/machine-learning/reference-azure-machine-learning-cli.
Commands
| Name | Description | Type | Status |
|---|---|---|---|
| az ml computetarget |
Computetarget subgroup commands. |
Extension | GA |
| az ml computetarget amlcompute |
AzureML compute commands. |
Extension | GA |
| az ml computetarget amlcompute identity |
AzureML compute target identity commands. |
Extension | GA |
| az ml computetarget amlcompute identity assign |
Assign identity to an AzureML compute target. |
Extension | GA |
| az ml computetarget amlcompute identity remove |
Remove identity from an AzureML compute target. |
Extension | GA |
| az ml computetarget amlcompute identity show |
Display identities of an AzureML compute target. |
Extension | GA |
| az ml computetarget attach |
Attach subgroup commands. |
Extension | GA |
| az ml computetarget attach aks |
Attach an AKS cluster to the workspace. |
Extension | GA |
| az ml computetarget attach kubernetes |
Attach a KubernetesCompute as a compute target to the workspace. |
Extension | GA |
| az ml computetarget attach remote |
Attach a remote machine without Docker as a compute target to the workspace. |
Extension | GA |
| az ml computetarget computeinstance |
AzureML compute instance commands. |
Extension | GA |
| az ml computetarget computeinstance restart |
Restart a compute instance. |
Extension | GA |
| az ml computetarget computeinstance start |
Start a compute instance. |
Extension | GA |
| az ml computetarget computeinstance stop |
Stop a compute instance. |
Extension | GA |
| az ml computetarget create |
Create a compute target (aks or amlcompute or computeinstance). |
Extension | GA |
| az ml computetarget create aks |
Create an AKS compute target. |
Extension | GA |
| az ml computetarget create amlcompute |
Create an AzureML compute target. |
Extension | GA |
| az ml computetarget create computeinstance |
Create an AzureML compute instance target. |
Extension | GA |
| az ml computetarget create datafactory |
Create a data factory compute target. |
Extension | GA |
| az ml computetarget delete |
Delete a compute target (aks or amlcompute or computeinstance). |
Extension | GA |
| az ml computetarget detach |
Detach a compute target (aks or remote) from a workspace. |
Extension | GA |
| az ml computetarget get-credentials |
Get credentials for a compute target (aks or remote). |
Extension | GA |
| az ml computetarget list |
List all the compute targets attached to a workspace. |
Extension | GA |
| az ml computetarget show |
Show details of a specific compute target. |
Extension | GA |
| az ml computetarget update |
Update a compute target (aks or amlcompute). |
Extension | GA |
| az ml computetarget update aks |
Update an AKS compute target. |
Extension | GA |
| az ml computetarget update amlcompute |
Update an AzureML compute target. |
Extension | GA |
| az ml dataset |
Commands for managing datasets in Azure Machine Learning Workspace. |
Extension | GA |
| az ml dataset archive |
Archive an active or deprecated dataset. |
Extension | GA |
| az ml dataset deprecate |
Deprecate an active dataset in a workspace by another dataset. |
Extension | GA |
| az ml dataset list |
List all datasets in the workspace. |
Extension | GA |
| az ml dataset reactivate |
Reactivate an archived or deprecated dataset. |
Extension | GA |
| az ml dataset register |
Register a new dataset from the specified file. |
Extension | GA |
| az ml dataset show |
Get details of a dataset by its id or registration name. |
Extension | GA |
| az ml dataset unregister |
Unregister all versions under the specified registration name. |
Extension | GA |
| az ml datastore |
Commands for managing and using datastores with the Azure ML Workspace. |
Extension | GA |
| az ml datastore attach-adls |
Attach an ADLS datastore. |
Extension | GA |
| az ml datastore attach-adls-gen2 |
Attach a ADLS Gen2 datastore. |
Extension | GA |
| az ml datastore attach-blob |
Attach a blob storage datastore. |
Extension | GA |
| az ml datastore attach-dbfs |
Attach a Databricks File System datastore. |
Extension | GA |
| az ml datastore attach-file |
Attach a file share datastore. |
Extension | GA |
| az ml datastore attach-mysqldb |
Attach an Azure MySQL datastore. |
Extension | GA |
| az ml datastore attach-psqldb |
Attach an Azure PostgreSQL datastore. |
Extension | GA |
| az ml datastore attach-sqldb |
Attach an Azure SQL datastore. |
Extension | GA |
| az ml datastore detach |
Detach a datastore by name. |
Extension | GA |
| az ml datastore download |
Download files from a Datastore. |
Extension | GA |
| az ml datastore list |
List datastores in the workspace. |
Extension | GA |
| az ml datastore set-default |
Set the workspace default datastore by name. |
Extension | GA |
| az ml datastore show |
Show a single datastore by name. |
Extension | GA |
| az ml datastore show-default |
Show the workspace default datastore. |
Extension | GA |
| az ml datastore upload |
Upload files to a Datastore. |
Extension | GA |
| az ml endpoint |
Manage machine learning endpoints. |
Extension | GA |
| az ml endpoint realtime |
Manage operationalized realtime endpoints. |
Extension | GA |
| az ml endpoint realtime create-version |
Create a version for realtime endpoint in the workspace. |
Extension | GA |
| az ml endpoint realtime delete |
Delete a realtime endpoint and its version from the workspace. |
Extension | GA |
| az ml endpoint realtime delete-version |
Delete a version for realtime endpoint in the workspace. |
Extension | GA |
| az ml endpoint realtime get-access-token |
Get a token to issue requests a realtime endpoint. |
Extension | GA |
| az ml endpoint realtime get-keys |
Get keys to issue requests against a realtime endpoint. |
Extension | GA |
| az ml endpoint realtime get-logs |
Get logs for a realtime endpoint. |
Extension | GA |
| az ml endpoint realtime list |
List realtime endpoints in the workspace. |
Extension | GA |
| az ml endpoint realtime regen-key |
Regenerate keys for a realtime endpoint. |
Extension | GA |
| az ml endpoint realtime run |
Run a realtime endpoint in the workspace. |
Extension | GA |
| az ml endpoint realtime show |
Show details for a realtime endpoint in the workspace. |
Extension | GA |
| az ml endpoint realtime update |
Update a realtime endpoint in the workspace. |
Extension | GA |
| az ml endpoint realtime update-version |
Update a version for realtime endpoint in the workspace. |
Extension | GA |
| az ml environment |
Commands to manage environments. |
Extension | GA |
| az ml environment download |
Download an environment definition to a specified directory. |
Extension | GA |
| az ml environment list |
List environments in a workspace. |
Extension | GA |
| az ml environment register |
Register an environment definition from a specified directory. |
Extension | GA |
| az ml environment scaffold |
Scaffold the files for a default environment definition in the specified directory. |
Extension | GA |
| az ml environment show |
Show an environment by name and optionally version. |
Extension | GA |
| az ml experiment |
Commands to manage experiments. |
Extension | GA |
| az ml experiment list |
List experiments in a workspace. |
Extension | GA |
| az ml folder |
Folder subgroup commands. |
Extension | GA |
| az ml folder attach |
Attach a folder to an AzureML workspace and optionally a specific experiment to use by default. If experiment name is not specified, it defaults to the folder name. |
Extension | GA |
| az ml model |
Manage machine learning models. |
Extension | GA |
| az ml model delete |
Delete a model from the workspace. |
Extension | GA |
| az ml model deploy |
Deploy model(s) from the workspace. |
Extension | GA |
| az ml model download |
Download a model from the workspace. |
Extension | GA |
| az ml model list |
List models in the workspace. |
Extension | GA |
| az ml model package |
Package a model in the workspace. |
Extension | GA |
| az ml model profile |
Profile model(s) in the workspace. |
Extension | GA |
| az ml model register |
Register a model to the workspace. |
Extension | GA |
| az ml model show |
Show a model in the workspace. |
Extension | GA |
| az ml model update |
Update a model in the workspace. |
Extension | GA |
| az ml pipeline |
Pipeline subgroup commands. |
Extension | GA |
| az ml pipeline clone |
Generate yml definition describing the pipeline run, supported only for ModuleStep for now. |
Extension | GA |
| az ml pipeline clone-draft |
Create a pipeline draft from an existing pipeline. |
Extension | GA |
| az ml pipeline create |
Create a pipeline from a yaml definition. |
Extension | GA |
| az ml pipeline create-draft |
Create a pipeline draft from a yml definition. |
Extension | GA |
| az ml pipeline create-schedule |
Create a schedule. |
Extension | GA |
| az ml pipeline delete-draft |
Delete a pipeline draft. |
Extension | GA |
| az ml pipeline disable |
Disable a pipeline from running. |
Extension | GA |
| az ml pipeline disable-schedule |
Disable a schedule from running. |
Extension | GA |
| az ml pipeline enable |
Enable a pipeline and allow it to run. |
Extension | GA |
| az ml pipeline enable-schedule |
Enable a schedule and allow it to run. |
Extension | GA |
| az ml pipeline get |
Generate yml definition describing the pipeline. |
Extension | GA |
| az ml pipeline last-pipeline-run |
Show last pipeline run for a schedule. |
Extension | GA |
| az ml pipeline list |
List all pipelines and respective schedules in the workspace. |
Extension | GA |
| az ml pipeline list-drafts |
List pipeline drafts in the workspace. |
Extension | GA |
| az ml pipeline list-steps |
List the step runs generated from a pipeline run. |
Extension | GA |
| az ml pipeline pipeline-runs-list |
List pipeline runs generated from a schedule. |
Extension | GA |
| az ml pipeline publish-draft |
Publish a pipeline draft as a published pipeline. |
Extension | GA |
| az ml pipeline show |
Show details of a pipeline and respective schedules. |
Extension | GA |
| az ml pipeline show-draft |
Show details of a pipeline draft. |
Extension | GA |
| az ml pipeline show-schedule |
Show details of a schedule. |
Extension | GA |
| az ml pipeline submit-draft |
Submit a run from the pipeline draft. |
Extension | GA |
| az ml pipeline update-draft |
Update a pipeline draft. |
Extension | GA |
| az ml pipeline update-schedule |
Update a schedule. |
Extension | GA |
| az ml run |
Commands for submitting, updating, and monitoring runs. |
Extension | GA |
| az ml run cancel |
Cancel run. |
Extension | GA |
| az ml run download-logs |
Download log files. |
Extension | GA |
| az ml run list |
List runs. |
Extension | GA |
| az ml run monitor-logs |
Monitor the logs for an existing run. |
Extension | GA |
| az ml run monitor-tensorboard |
Monitor an existing run using tensorboard. |
Extension | GA |
| az ml run show |
Show run. |
Extension | GA |
| az ml run submit-hyperdrive |
Submit a hyper parameter sweep using run config. |
Extension | GA |
| az ml run submit-pipeline |
Submit a pipeline for execution, from a published pipeline ID or pipeline YAML file. |
Extension | GA |
| az ml run submit-script |
Submit a script for execution. |
Extension | GA |
| az ml run update |
Update the run by adding tags. |
Extension | GA |
| az ml service |
Manage operationalized services. |
Extension | GA |
| az ml service delete |
Delete a service from the workspace. |
Extension | GA |
| az ml service get-access-token |
Get a token to issue requests a service. |
Extension | GA |
| az ml service get-keys |
Get keys to issue requests against a service. |
Extension | GA |
| az ml service get-logs |
Get logs for a service. |
Extension | GA |
| az ml service list |
List services in the workspace. |
Extension | GA |
| az ml service regen-key |
Regenerate keys for a service. |
Extension | GA |
| az ml service run |
Run a service in the workspace. |
Extension | GA |
| az ml service show |
Show details for a service in the workspace. |
Extension | GA |
| az ml service update |
Update a service in the workspace. |
Extension | GA |
| az ml workspace |
Workspace subgroup commands. |
Extension | GA |
| az ml workspace create |
Create a workspace. |
Extension | GA |
| az ml workspace delete |
Delete a workspace. |
Extension | GA |
| az ml workspace diagnose |
Diagnose workspace setup problems. |
Extension | GA |
| az ml workspace list |
List workspaces. |
Extension | GA |
| az ml workspace list-keys |
List workspace keys for dependent resources such as storage, acr, and app insights. |
Extension | GA |
| az ml workspace private-endpoint |
Workspace private endpoint subgroup commands. |
Extension | GA |
| az ml workspace private-endpoint add |
Add private endpoint to a workspace. |
Extension | GA |
| az ml workspace private-endpoint delete |
Delete the specified private endpoint Connection in the workspace. |
Extension | GA |
| az ml workspace private-endpoint list |
List all private endpoints in a workspace. |
Extension | GA |
| az ml workspace share |
Share a workspace with another user with a given role. |
Extension | GA |
| az ml workspace show |
Show a workspace. |
Extension | GA |
| az ml workspace sync-keys |
Sync workspace keys for dependent resources such as storage, acr, and app insights. |
Extension | GA |
| az ml workspace update |
Update a workspace. |
Extension | GA |
| az ml workspace update-dependencies |
Update workspace dependent resources. |
Extension | GA |
