last sync: 2025-Apr-29 17:44:12 Etc/UTC

Machine Learning Service Workspace - Microsoft Azure Resource type
microsoft.machinelearningservices/workspaces

Azure Resource Provider Resource provider (RP) - Machine Learning Services Resource Provider [Microsoft.MachineLearningServices]
RP Microsoft.MachineLearningServices
RP display name Machine Learning Services Resource Provider
Azure Resource Type
RP Resource types
Resource types: 156
Azure Policy Alias
RP aliases
RP aliases: 3328
Azure Policy definition
RP Azure Policy
Azure Policy definitions: 37
if: 37
then.deployment: 0
then.details: 0
then.existenceCondition: 0
then.operations: 0
Azure RBAC Role Based Access Control
RP RBAC operations
RP RBAC operations: 318
RP RBAC operationType action: 61
RP RBAC operationType delete: 65
RP RBAC operationType read: 116
RP RBAC operationType write: 76
Azure RBAC Role definition
RP RBAC Roles & Operation actions
Unique RBAC Roles: 27
RBAC Roles with action operationType: 10
RBAC Roles with delete operationType: 9
RBAC Roles with read operationType: 26
RBAC Roles with write operationType: 13
Azure Application
RP related 1st party Service Principals
RP related 1st party Service Principals: 11
• Microsoft Azure BatchAI (appId: 9fcb3732-5f52-4135-8c08-9d4bbaf203ea)
• Common Job Provider (appId: a99783bc-5466-4cef-82eb-ebf285d77131)
• Azure Machine Learning Singularity (Azure Machine Learning Compute) (appId: 607ece82-f922-494f-88b8-30effaf12214)
• Azure Machine Learning Services Asset Notification (appId: b8cf62f3-7cc7-4e32-ab3a-41370ef0cfcf)
• Azure Machine Learning Services (appId: 18a66f5f-dbdf-4c17-9dd7-1634712a9cbe)
• Azure Machine Learning OpenAI (appId: 61c50b89-703d-431d-8d80-1e8618748775)
• Azure Machine Learning Authorization App 2 (appId: bf283ae6-5efd-44a8-b56a-2a7939982d60)
• Azure Machine Learning Authorization App 1 (appId: fb9de05a-fecc-4642-b3ca-66b9d4434d4d)
• Azure Machine Learning (appId: 0736f41a-0425-4b46-bdb5-1563eff02385)
• AML Registries (appId: 44b7b882-eb46-485c-9c78-686f6b67b176)
• AML Inferencing Frontdoor - Staging (AML Inferencing Frontdoor) (appId: 6608bce8-e060-4e82-bfd2-67ed4f60262f)
All Azure RPs Microsoft Learn
AzResourceTypesAdvertizer (Microsoft only)
Azure Resource Type Resource type (RT) - Machine Learning Service Workspace [microsoft.machinelearningservices/workspaces]
RT information
RT microsoft.machinelearningservices/workspaces
RT display name Machine Learning Service Workspace
RT type only
(without RP)
workspaces
RT sub- Resource types sub-Resource types: 114
RT schema RT schema API versions: 38
All Microsoft Azure RTs AzResourceTypesAdvertizer
Aliases and Azure Policy
Azure Policy Alias
Aliases
aliases: 145
Azure Policy definition
Azure Policy
Azure Policy definitions: 19
if: 19
then.deployment: 0
then.details: 0
then.existenceCondition: 0
then.operations: 0
RBAC Operations and Roles & Roles related operation actions
Azure RBAC Role Based Access Control
RBAC operations
RBAC operations: 13
RBAC operationType action: 10
RBAC operationType delete: 1
RBAC operationType read: 1
RBAC operationType write: 1
Azure RBAC Role definition
RBAC Roles & Operation actions
Unique RBAC Roles: 22
RBAC Roles with action operationType: 7
RBAC Roles with delete operationType: 5
RBAC Roles with read operationType: 20
RBAC Roles with write operationType: 5
Capabilities & Locations
Azure Resource Diagnostic settings logs
Diagnostic logs
True
log-categories
Azure Resource Diagnostic settings metrics
Diagnostic metrics
True
metrics
Azure Customer-managed key
Customer-managed key (CMK) [experimental]
True
Microsoft Learn
Enforce Encryption with a customer-managed key (CMK) at scale
Azure Managed identity
System-Assigned-Resource-Identity
True
Azure Resource Mover
Cross-ResourceGroup-Resource-Move
True
Azure Resource Mover
Cross-Subscription-Resource-Move
True
Azure Resource Tags
Tags
True
Azure Extension
Extension
False
Azure Private Endpoint
Private-Endpoint
True
Azure Private Endpoint location Azure Private Endpoint location
Supported Locations for Private-Endpoint
Supported Locations for Private-Endpoint: 44
australiacentral, australiaeast, australiasoutheast, brazilsouth, canadacentral, canadaeast, centralindia, centralus, eastasia, eastus, eastus2, francecentral, germanywestcentral, indonesiacentral, israelcentral, italynorth, japaneast, japanwest, jioindiawest, koreacentral, koreasouth, mexicocentral, newzealandnorth, northcentralus, northeurope, norwayeast, polandcentral, qatarcentral, southafricanorth, southcentralus, southeastasia, southindia, spaincentral, swedencentral, switzerlandnorth, uaenorth, uksouth, ukwest, westcentralus, westeurope, westindia, westus, westus2, westus3
Non supported Locations for Private-Endpoint Non supported Locations for Private-Endpoint: 14
brazilus, eastusstg, centraluseuap, eastus2euap, southcentralusstg, southafricawest, australiacentral2, jioindiacentral, francesouth, germanynorth, norwaywest, switzerlandwest, uaecentral, brazilsoutheast
Azure location
Location
True
Azure Resource type location Azure Resource type location
Locations
Locations: 38
australiaeast, australiasoutheast, brazilsouth, canadacentral, canadaeast, centralindia, centralus, eastasia, eastus, eastus2, francecentral, germanywestcentral, israelcentral, italynorth, japaneast, japanwest, koreacentral, northcentralus, northeurope, norwayeast, polandcentral, qatarcentral, southafricanorth, southcentralus, southeastasia, southindia, spaincentral, swedencentral, switzerlandnorth, switzerlandwest, uaenorth, uksouth, ukwest, westcentralus, westeurope, westus, westus2, westus3
Not locations Not locations: 59
asia, asiapacific, australia, australiacentral, australiacentral2, brazil, brazilsoutheast, brazilus, canada, centraluseuap, centralusstage, eastasiastage, eastus2euap, eastus2stage, eastusstage, eastusstg, europe, france, francesouth, germany, germanynorth, global, india, indonesia, indonesiacentral, israel, italy, japan, jioindiacentral, jioindiawest, korea, koreasouth, mexico, mexicocentral, newzealand, newzealandnorth, northcentralusstage, norway, norwaywest, poland, qatar, singapore, southafrica, southafricawest, southcentralusstage, southcentralusstg, southeastasiastage, spain, sweden, switzerland, taiwan, uae, uaecentral, uk, unitedstates, unitedstateseuap, westindia, westus2stage, westusstage
Assessment tooling
Azure Advisor
Azure Advisor
Azure Advisor recommendations: 12
Azure Proactive Resilience Library v2 (APRLv2)
Azure Proactive Resilience Library v2 (APRLv2)
Azure Proactive Resilience Library v2 recommendations: 8
PSRule for Azure
PSRule for Azure
PSRule for Azure rules: 2
Security [Critical] ML Workspace has public access disabled
Security [Important] Azure Machine Learning workspaces should use user-assigned managed identity
Azure Quick Review (AZQR)
Azure Quick Review (AZQR)
n/a
Infrastructure as Code (IaC)
ARM (Azure Resource Manager)
ARM (Azure Resource Manager) templates
ARM (Azure Resource Manager) template API versions: 38
latest
Azure Bicep
Bicep templates
Bicep template API versions: 38
latest
Terraform
Terraform provider
Terraform providers: 3
ai_foundry
ai_foundry_project
machine_learning_workspace
AzAPI Terraform
AzAPI Terraform templates
AzAPI Terraform template API versions: 38
latest
Pulumi
Pulumi provider
Pulumi providers: 1
machinelearningservices/workspace
OpenTofu
OpenTofu provider
OpenTofu TF providers: 3
ai_foundry
ai_foundry_project
machine_learning_workspace
Azure Verified Modules (AVM) Bicep Azure Verified Modules (AVM) Bicep
Azure Verified Modules (AVM) Bicep
Machine Learning Services Workspace
Azure Verified Modules (AVM) Terraform Azure Verified Modules (AVM) Terraform
Azure Verified Modules (AVM) Terraform
• GitHub: Machine Learning Services Workspace
• Terraform registry: Machine Learning Services Workspace
REST-API (Representational State Transfer - Application Programming Interface)
REST-API versions REST-API versions: 44
2025-04-01-preview
2025-04-01
2025-01-01-preview
2024-10-01-preview
2024-10-01
2024-07-01-preview
2024-04-01-preview
2024-04-01
2024-01-01-preview
2023-10-01
2023-08-01-preview
2023-06-01-preview
2023-04-01-preview
2023-04-01
2023-02-01-preview
2022-12-01-preview
2022-10-01-preview
2022-10-01
2022-06-01-preview
2022-05-01
2022-02-01-preview
2022-01-01-preview
2021-10-01
2021-07-01
2021-04-01
2021-03-01-preview
2021-01-01
2020-09-01-preview
2020-08-01
2020-06-01
2020-05-15-preview
2020-05-01-preview
2020-04-01-preview
2020-04-01
2020-03-01
2020-02-18-preview
2020-02-02
2020-01-01
2019-11-01
2019-10-01
2019-06-01
2019-05-01
2018-11-19
2018-03-01-preview
REST-API version default 2021-01-01
API profiles n/a
Resource naming
Azure Naming Tool
Azure Naming Tool
The Azure Naming Tool was created to help administrators define and manage their naming conventions, while providing a simple interface for users to generate a compliant name.
Resource naming details
{
  "property": "",
  "ShortName": "mlw",
  "scope": "resource group",
  "lengthMin": "3",
  "lengthMax": "33",
  "validText": "Alphanumerics and hyphens.",
  "invalidText": "",
  "invalidCharacters": "",
  "invalidCharactersStart": "",
  "invalidCharactersEnd": "",
  "invalidCharactersConsecutive": "",
  "regx": "^[a-zA-Z0-9-]{3,33}$",
  "staticValues": ""
}