3,698 questions with Azure Machine Learning tags

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Orphaned Azure ML jobs

I've just noticed that, in one of our Azure ML workspaces, we have about 20 jobs listed in Running status for over 60 days. They clearly aren't actually running - they're not using any compute resources, so I think this is really just a nuisance, but -…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,698 questions
asked 2026-08-03T17:14:37.31+00:00
Gabe Mangiante 0 Reputation points
edited a comment 2026-08-07T19:48:14.9066667+00:00
Manish Deshpande 7,815 Reputation points Microsoft External Staff Moderator
0 answers

Unable to change Azure ML system datastore authentication from AccountKey to Identity for UAI-only workspace

We have an existing Azure Machine Learning workspace created with only a user-assigned managed identity. We need to change its default storage access type from AccountKey to Identity without recreating the workspace. Current configuration Workspace…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,698 questions
asked 2026-08-06T21:45:59.2166667+00:00
Mustapha Yussif 5 Reputation points Microsoft Employee
commented 2026-08-06T23:03:38.05+00:00
Manish Deshpande 7,815 Reputation points Microsoft External Staff Moderator
0 answers

Deleted Azure ML job stuck showing "Running" in Jobs list for a month

In Azure Machine Learning Studio, a job in workspace still appears in the Jobs list with status "Running", even though it was deleted about a month ago. Opening the job returns "The job doesn't exist or has been deleted." The record…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,698 questions
asked 2026-08-06T08:52:42.71+00:00
Claudiu Decean 0 Reputation points Microsoft Employee
commented 2026-08-06T09:20:17.1933333+00:00
Thanmayi Godithi 11,555 Reputation points Microsoft External Staff Moderator
1 answer One of the answers was accepted by the question author.

What general purpose VMs are not capacity constrained for azure machine learning managed online endpoints?

My team uses Azure Machine Learning Managed Online Endpoints to serve inferences for a variety of ML workloads. We have always selected our VM SKUs from this list…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,698 questions
asked 2026-08-04T18:51:24.14+00:00
Avery Jordan 20 Reputation points
accepted 2026-08-06T00:29:19.7266667+00:00
Avery Jordan 20 Reputation points
1 answer

Cannot create compute instance with GPU in Azure Machine Learning

I am using Azure Machine Learning to use GPUs. I tried couple of regions - East US, UK South, etc. to create workspaces and then create compute instances with GPU, but no GPU is available. When trying to select GPU I get this warning with available cores…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,698 questions
asked 2023-12-11T07:37:22.9066667+00:00
Garakhan Talibov 0 Reputation points
edited a comment 2026-08-05T07:18:31.0533333+00:00
Andrei Ushakov 0 Reputation points
1 answer

Azure Managed Application restricted customer access blocks UAMI listKeys despite Microsoft.Storage/storageAccounts/* in deny assignment notActions

Hi Microsoft team, I am testing an Azure Marketplace Managed Application that deploys an Azure Machine Learning workspace, ACR, storage account, Key Vault, user-assigned managed identity, and AML compute cluster inside the managed resource group. I am…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,698 questions
asked 2026-06-30T11:53:00.76+00:00
Antonieta Pinto Rebelo 0 Reputation points
edited a comment 2026-08-05T06:00:36.44+00:00
Sridevi Machavarapu 33,660 Reputation points Microsoft External Staff Moderator
1 answer

Azure Foundry Model Monitor sometimes presents 2x the requests?

Hi, During Azure AI cost analysis, we noticed sometime Azure Foundry Model Monitor is presenting 2x the request made to Azure AI (API), could this be linked to Azure Content Safety input/output analysis? Azure Foundry Model Monitor - 4,18k: Azure…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,698 questions
asked 2026-07-24T08:08:50.9833333+00:00
Isidro TTW 5 Reputation points
edited the question 2026-08-04T17:18:01.15+00:00
Suchitra Suregaunkar 16,210 Reputation points Microsoft External Staff Moderator
1 answer

How to establish connection between azure AML workplace and azure Sql MI via private endpoint

I'm looking for method to connect Azure MI from Azure AML via Private Endpoint. Azure AML network setting: allowonly approved outbound Azure MI: NSG allows to connect from Service tag: Azure machine learning to Sql But the connection still fails.

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,698 questions
asked 2026-07-27T10:05:46.9833333+00:00
Hanh Trinh 91 Reputation points
commented 2026-08-03T07:30:49.63+00:00
Ajay Rathod 170 Reputation points Microsoft External Staff Moderator
1 answer

How do you choose the right model from Azure ML Model Catalog?

Azure ML Model Catalog contains a large number of models (LLMs, vision models, embedding models, speech models, etc.), and I'm finding it difficult to understand how experienced practitioners decide which one to use. What factors should be considered…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,698 questions
asked 2026-07-29T07:27:14.14+00:00
Nidhi Priya 661 Reputation points
answered 2026-08-02T05:29:30.8+00:00
Sridevi Machavarapu 33,660 Reputation points Microsoft External Staff Moderator
1 answer

Azure Machine Learning: Workspace deletion fails: Internal Server Error (unused workspace, no compute, no locks)

Service: Azure Machine Learning (workspace), Azure CLI Scenario: I created an Azure ML workspace as part of an initial setup. The workspace was never actually used — no compute instances, clusters, or jobs were ever created. I now need to delete it…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,698 questions
asked 2026-07-30T19:28:45.19+00:00
Laurenz Merth 0 Reputation points
edited a comment 2026-07-30T20:17:28.4333333+00:00
Laurenz Merth 0 Reputation points
1 answer

Compute instance is full -- can't access Terminal through UI

Hello AzureML! I filled up my compute instance, recieving this error: Provisioning error Operating system disk has run out of disk space. Clear at least 5 GB disk space on OS disk (/dev/sda1/ filesystem mounted on /) through the terminal by removing…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,698 questions
asked 2024-06-28T09:58:21.4833333+00:00
Linus Östlund 25 Reputation points
commented 2026-07-30T06:56:30.59+00:00
Cyrille Konzeu 0 Reputation points
1 answer

Failed to validate user configuration and data. 1. The data points should have at least 50 rows for a valid regression task with cv 5.

I am learning MLOps and as a first step, I am trying to train a regression model using Auto ML. from azure.ai.ml import automl # configure the classification job regression_job = automl.regression( compute="learning-compute", …

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,698 questions
asked 2026-07-27T19:04:47.5666667+00:00
Anand Kumar 0 Reputation points
edited a comment 2026-07-29T16:54:44.7633333+00:00
Anand Kumar 0 Reputation points
3 answers

Network connection issue with private in machine learning workstation: customer DNS and Azure DNS

Hello, support team: There's a feedback with machine learning workstation with network issue, but don't know/understand what happened? sometimes I can use it, sometimes I can't loading, the networking settings is the same with both situation. …

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,698 questions
asked 2026-07-16T23:56:32.82+00:00
rain purple 300 Reputation points
commented 2026-07-29T13:29:08.0333333+00:00
Jose Benjamin Solis Nolasco 10,321 Reputation points Volunteer Moderator
1 answer

Can I train models in Azure ML by uploading local files instead of using Azure Blob Storage? What are the limitations?

I'm learning Azure Machine Learning and had a question about data ingestion. Instead of first uploading my dataset to an Azure Blob Storage account (or registering it as a datastore), can I simply upload the dataset directly from my local computer into…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,698 questions
asked 2026-07-29T07:31:42.41+00:00
Nidhi Priya 661 Reputation points
answered 2026-07-29T07:32:15.84+00:00

AI answer

1 answer

Azure ML: When should I use AutoML vs Model Catalog vs Notebooks?

I'm learning Azure Machine Learning and I'm trying to understand the intended use case for the different ways of building ML solutions. From what I understand: AutoML automates model training. Model Catalog provides pre-trained foundation…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,698 questions
asked 2026-07-29T07:25:56.9266667+00:00
Nidhi Priya 661 Reputation points
answered 2026-07-29T07:26:31.4233333+00:00

AI answer

1 answer

Azure ML Storage Accounts vs Datastores vs Data Assets (URI File, URI Folder, MLTable) – When should each be used?

I'm trying to better understand the relationship between Azure Machine Learning Storage Accounts, Datastores, and Data Assets, and I'm a bit confused about when each should be used. From my understanding: A Storage Account is where the actual data…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,698 questions
asked 2026-07-29T07:24:20.28+00:00
Nidhi Priya 661 Reputation points
answered 2026-07-29T07:25:02.9066667+00:00

AI answer

0 answers

Join: Microsoft Azure Q&A Champions Program

The Microsoft Azure Q&A Champions Program recognizes and empowers a global community of internal and external Azure experts who help customers succeed by providing high-quality, trusted answers on Microsoft Q&A. The program scales expert led…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,698 questions
asked 2026-05-25T21:01:01.2666667+00:00
Ashley Swearingen 0 Reputation points Microsoft External Staff Moderator
edited the question 2026-07-28T22:02:57.1166667+00:00
Ashley Swearingen 0 Reputation points Microsoft External Staff Moderator
0 answers

Join: Microsoft Azure Q&A Champions Program

The Microsoft Azure Q&A Champions Program recognizes and empowers a global community of internal and external Azure experts who help customers succeed by providing high-quality, trusted answers on Microsoft Q&A. The program scales expert led…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,698 questions
asked 2026-05-25T21:05:55.7733333+00:00
Ashley Swearingen 0 Reputation points Microsoft External Staff Moderator
edited the question 2026-07-28T22:01:25.49+00:00
Ashley Swearingen 0 Reputation points Microsoft External Staff Moderator
2 answers

Azure ML compute cluster nodes provision with outdated Ubuntu node image (kernel 6.8.0-1059-azure) - how to force a newer node image?

I'm running Azure Machine Learning compute clusters (AmlCompute) in West Europe. The nodes provision with an Ubuntu 22.04 host image whose kernel is 6.8.0-1059-azure, built 2026-05-28. A security scan flagged packages on this node image that are fixed…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,698 questions
asked 2026-07-28T09:57:16.2966667+00:00
Itamar Latnik 65 Reputation points Microsoft Employee
answered 2026-07-28T10:25:29.1166667+00:00
Karnam Venkata Rajeswari 5,005 Reputation points Microsoft External Staff Moderator
2 answers

Azure Machine Learning Computes should be in a virtual network policy not compliant.

Recently I have seen some compute instances not compliant to the policy of "Azure Machine Learning Computes should be in a virtual network" which puzzled me. These compute instances are created in a workspace with a Managed Virtual Network.…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,698 questions
asked 2026-07-22T08:01:37.3733333+00:00
Eric Yong Sze Guan 0 Reputation points
commented 2026-07-27T01:53:32.1033333+00:00
Pavan Kumar Purilla 90 Reputation points Microsoft External Staff Moderator