Azure Machine Learning Workspaces

Azure Machine Learning Workspaces API skill. Use when working with Azure Machine Learning Workspaces for providers, subscriptions. Covers 20 endpoints.

Lap-Platform Updated Sep 9, 2026 6 repo stars

Install

Press C to copy

$ npx skillmds@latest add lap-platform/azure-machine-learning-workspaces

Installs into ~/.claude/skills (or .claude/skills inside a project). Restart Claude Code to pick it up.

＋ Add to plugin

README badge

[![SkillMD](https://skillmd.com/badge/lap-platform/azure-machine-learning-workspaces.svg)](https://skillmd.com/skills/lap-platform/azure-machine-learning-workspaces)

Trust & safety

1 of 3 audits passed

Last audited Sep 24, 2026 · commit 84f5fae

Permissions this skill uses

Makes network calls
The instructions fetch remote URLs or call external services.
Reads secrets
The instructions read tokens, keys, or other credentials.

Works with: Claude Code Claude.ai OpenAI Codex +

File contents

Azure Machine Learning Workspaces

API version: 2019-06-01

Auth

OAuth2

Base URL

https://management.azure.com

Setup

Configure auth: OAuth2
GET /providers/Microsoft.MachineLearningServices/operations -- verify access
POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/listKeys -- create first listKeys

Endpoints

20 endpoints across 2 groups. See references/api-spec.lap for full details.

providers

Method	Path	Description
GET	/providers/Microsoft.MachineLearningServices/operations	Lists all of the available Azure Machine Learning Workspaces REST API operations.

subscriptions

Method	Path	Description
GET	/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}	Gets the properties of the specified machine learning workspace.
PUT	/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}	Creates or updates a workspace with the specified parameters.
DELETE	/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}	Deletes a machine learning workspace.
PATCH	/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}	Updates a machine learning workspace with the specified parameters.
GET	/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces	Lists all the available machine learning workspaces under the specified resource group.
POST	/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/listKeys	Lists all the keys associated with this workspace. This includes keys for the storage account, app insights and password for container registry
POST	/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/resyncKeys	Resync all the keys associated with this workspace. This includes keys for the storage account, app insights and password for container registry
GET	/subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/usages	Gets the current usage information as well as limits for AML resources for given subscription and location.
GET	/subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/vmSizes	Returns supported VM Sizes in a location
POST	/subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/updateQuotas	Update quota for each VM family in workspace.
GET	/subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/Quotas	Gets the currently assigned Workspace Quotas based on VMFamily.
GET	/subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/workspaces	Lists all the available machine learning workspaces under the specified subscription.
GET	/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes	Gets computes in specified workspace.
GET	/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}	Gets compute definition by its name. Any secrets (storage keys, service credentials, etc) are not returned - use 'keys' nested resource to get them.
PUT	/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}	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.
PATCH	/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}	Updates properties of a compute. This call will overwrite a compute if it exists. This is a nonrecoverable operation.
DELETE	/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}	Deletes specified Machine Learning compute.
POST	/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/listNodes	Get the details (e.g IP address, port etc) of all the compute nodes in the compute.
POST	/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/listKeys	Gets secrets related to Machine Learning compute (storage keys, service credentials, etc).

Common Questions

Match user requests to endpoints in references/api-spec.lap. Key patterns:

"List all operations?" -> GET /providers/Microsoft.MachineLearningServices/operations
"Get workspace details?" -> GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}
"Update a workspace?" -> PUT /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}
"Delete a workspace?" -> DELETE /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}
"Partially update a workspace?" -> PATCH /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}
"List all workspaces?" -> GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces
"Create a listKey?" -> POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/listKeys
"Create a resyncKey?" -> POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/resyncKeys
"List all usages?" -> GET /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/usages
"List all vmSizes?" -> GET /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/vmSizes
"Create a updateQuota?" -> POST /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/updateQuotas
"List all Quotas?" -> GET /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/Quotas
"List all workspaces?" -> GET /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/workspaces
"List all computes?" -> GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes
"Get compute details?" -> GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}
"Update a compute?" -> PUT /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}
"Partially update a compute?" -> PATCH /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}
"Delete a compute?" -> DELETE /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}
"Create a listNode?" -> POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/listNodes
"Create a listKey?" -> POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/listKeys
"How to authenticate?" -> See Auth section

Response Tips

Check response schemas in references/api-spec.lap for field details
Create/update endpoints typically return the created/updated object

References

Full spec: See references/api-spec.lap for complete endpoint details, parameter tables, and response schemas

Generated from the official API spec by LAP

---name: azure-machine-learning-workspacesdescription: Azure Machine Learning Workspaces API skill. Use when working with Azure Machine Learning Workspaces for providers, subscriptions. Covers 20 endpoints.--- # Azure Machine Learning Workspaces API version: 2019-06-01 ## Auth OAuth2 ## Base URL https://management.azure.com ## Setup 1. Configure auth: OAuth2 2. GET /providers/Microsoft.MachineLearningServices/operations -- verify access 3. POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/listKeys -- create first listKeys ## Endpoints 20 endpoints across 2 groups. See references/api-spec.lap for full details. ### providers | Method | Path | Description | |--------|------|-------------| | GET | /providers/Microsoft.MachineLearningServices/operations | Lists all of the available Azure Machine Learning Workspaces REST API operations. | ### subscriptions | Method | Path | Description | |--------|------|-------------| | GET | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName} | Gets the properties of the specified machine learning workspace. | | PUT | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName} | Creates or updates a workspace with the specified parameters. | | DELETE | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName} | Deletes a machine learning workspace. | | PATCH | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName} | Updates a machine learning workspace with the specified parameters. | | GET | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces | Lists all the available machine learning workspaces under the specified resource group. | | POST | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/listKeys | Lists all the keys associated with this workspace. This includes keys for the storage account, app insights and password for container registry | | POST | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/resyncKeys | Resync all the keys associated with this workspace. This includes keys for the storage account, app insights and password for container registry | | GET | /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/usages | Gets the current usage information as well as limits for AML resources for given subscription and location. | | GET | /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/vmSizes | Returns supported VM Sizes in a location | | POST | /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/updateQuotas | Update quota for each VM family in workspace. | | GET | /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/Quotas | Gets the currently assigned Workspace Quotas based on VMFamily. | | GET | /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/workspaces | Lists all the available machine learning workspaces under the specified subscription. | | GET | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes | Gets computes in specified workspace. | | GET | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName} | Gets compute definition by its name. Any secrets (storage keys, service credentials, etc) are not returned - use 'keys' nested resource to get them. | | PUT | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName} | 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. | | PATCH | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName} | Updates properties of a compute. This call will overwrite a compute if it exists. This is a nonrecoverable operation. | | DELETE | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName} | Deletes specified Machine Learning compute. | | POST | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/listNodes | Get the details (e.g IP address, port etc) of all the compute nodes in the compute. | | POST | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/listKeys | Gets secrets related to Machine Learning compute (storage keys, service credentials, etc). | ## Common Questions Match user requests to endpoints in references/api-spec.lap. Key patterns: - "List all operations?" -> GET /providers/Microsoft.MachineLearningServices/operations - "Get workspace details?" -> GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName} - "Update a workspace?" -> PUT /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName} - "Delete a workspace?" -> DELETE /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName} - "Partially update a workspace?" -> PATCH /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName} - "List all workspaces?" -> GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces - "Create a listKey?" -> POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/listKeys - "Create a resyncKey?" -> POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/resyncKeys - "List all usages?" -> GET /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/usages - "List all vmSizes?" -> GET /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/vmSizes - "Create a updateQuota?" -> POST /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/updateQuotas - "List all Quotas?" -> GET /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/Quotas - "List all workspaces?" -> GET /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/workspaces - "List all computes?" -> GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes - "Get compute details?" -> GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName} - "Update a compute?" -> PUT /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName} - "Partially update a compute?" -> PATCH /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName} - "Delete a compute?" -> DELETE /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName} - "Create a listNode?" -> POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/listNodes - "Create a listKey?" -> POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/listKeys - "How to authenticate?" -> See Auth section ## Response Tips - Check response schemas in references/api-spec.lap for field details - Create/update endpoints typically return the created/updated object ## References - Full spec: See references/api-spec.lap for complete endpoint details, parameter tables, and response schemas > Generated from the official API spec by [LAP](https://lap.sh)

Lap-Platform/claude-marketplace/tree/main/plugins/azure-com-azure-com-machinelearningservices-machinelearningservices/skills/api commit 84f5faea8c

Frequently asked questions

npx skillmds@latest add lap-platform/azure-machine-learning-workspaces