2,682 questions with Azure Machine Learning tags

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1 answer One of the answers was accepted by the question author.

Unable to Create Online Endpoint in Azure ML — Resource Provider Error

Hi all, I’m trying to deploy an Azure Machine Learning online endpoint, and I’m running into this error both in the Azure CLI and directly in the Azure Portal: (SubscriptionNotRegistered) Resource provider [N/A] isn't registered with Subscription…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,348 questions
asked 2025-06-19T15:08:48.2466667+00:00
Manuel Gaunaurd 20 Reputation points
accepted 2025-06-23T23:00:01.1133333+00:00
Manuel Gaunaurd 20 Reputation points
1 answer

Azure Machine Learning GPU greyed out

Hi, I am trying to increase my GPU quote on my Azure Machine Learning, I only have the option to increase the CPU but the GPU tab is Greyed out. Is there any way to resolve this.

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,348 questions
asked 2025-06-17T13:03:18.2566667+00:00
Alex Hunte 0 Reputation points
commented 2025-06-23T22:36:05.1933333+00:00
Ravada Shivaprasad 550 Reputation points Microsoft External Staff Moderator
2 answers

ML-Assisted Labeling – Inference Job Not Triggering After Successful Training Runs

Issue Description: I am experiencing an issue with ML-assisted data labeling in Azure ML Studio where the Inference job is not being triggered after multiple successful Training runs. Steps Taken: Created an ML-assisted labeling project for object…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,348 questions
asked 2025-01-23T18:20:53.44+00:00
Juan Diego Palacio 5 Reputation points
answered 2025-06-23T19:32:56.34+00:00
Matti Akbari 6 Reputation points Microsoft Employee
2 answers

Can't access to a Dataset on Azure Machine Learning with SparkPool

Can't access to a Dataset on Azure Machine Learning with SparkPool Recently we added a Synapse SparkPool to a Machine Learning to use it as "Compute / Attached computers". When we use a Dataset to connect to Azure Storage Datalake Gen2 we have…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,348 questions
asked 2023-02-17T14:42:35.7033333+00:00
Guillermo Paez 0 Reputation points
edited an answer 2025-06-23T11:27:23.9533333+00:00
Chris Lowndes 0 Reputation points
2 answers

How to make Azure ML pipeline re-run when a step fails? Either re-running the entire pipeline or just that 1 step would be fine

I have an ML Pipeline that contains multiple steps--multiple data preparation steps, model inference, then save the output. This ML pipeline runs automatically as per scheduled Job. Without going into details, sometimes one of the data preparation steps…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,348 questions
asked 2025-06-20T09:48:48.27+00:00
Puifai Santisakultarm 0 Reputation points
answered 2025-06-23T07:54:56.57+00:00
Puifai Santisakultarm 0 Reputation points
2 answers

How do I persist data in Azure ML datastore?

I am trying out a simple step to aggregate data from multiple through an ML pipeline in Azure ML workspace. We have multiple part files and I am trying to create one data file from it. I am mounting the azure datastore path for read-write and writing…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,348 questions
asked 2025-06-09T22:40:07.0366667+00:00
Nik Adlakha 0 Reputation points
commented 2025-06-20T16:29:29.85+00:00
Nik Adlakha 0 Reputation points
1 answer One of the answers was accepted by the question author.

Creating compute session is constantly failing in azure ai foundry hub

Hi, I'm having trouble starting an AI Foundry compute instance. Each attempt results in an error message. I've tried deploying across different region hubs, used both serverless and provisioned compute instances in multiple regions, and experimented with…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,348 questions
asked 2025-06-15T20:48:04.91+00:00
Bosko Danilovic 20 Reputation points Microsoft External Staff
accepted 2025-06-20T10:51:15.7033333+00:00
Bosko Danilovic 20 Reputation points Microsoft External Staff
1 answer

Resource provider [N/A] isn't registered with Subscription [N/A]

Details I created an Azure Machine Learning resource from my Azure Portal and then opened the web URL for it where I build my environment and worked to serve my model on the endpoints. This is the error I got: ResourceOperationFailure: Resource provider…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,348 questions
asked 2024-12-13T06:44:18.4033333+00:00
SC Lim 25 Reputation points
commented 2025-06-20T00:03:57.27+00:00
Li Zhenyu 0 Reputation points
1 answer

Unable to delete azure ai foundry resources from Azure

** Failed to delete project** InternalServerError: Service temporarily unavailable. Please try again later Trace ID : d4fae13b-ea14-40b3-9df1-6de6980eb2c1Client request ID : 64e927b0-2359-4065-beec-15c96da77d53Service request ID :…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,348 questions
asked 2025-06-13T18:42:10.8133333+00:00
Siddhartha G 1 Reputation point
edited a comment 2025-06-19T20:22:20.0033333+00:00
Manas Mohanty 6,370 Reputation points Microsoft External Staff Moderator
1 answer

Critical Issues with MLflow and Low-Priority Job Handling

Hi team, We are a small team that relies heavily on Azure ML Studio to run AI experiments. I summarised below the issues presented by the users:** Issue Description:** Artifact Logging Conflicts: When low-priority jobs are pre-empted and…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,348 questions
asked 2025-06-19T08:27:52.4566667+00:00
Arturo Sánchez Pineda 17 Reputation points
answered 2025-06-19T11:19:56.63+00:00
santoshkc 15,435 Reputation points Microsoft External Staff Moderator
1 answer

ML Studio: Environment and Dependency Management Challenges

Hi team, This is another ticket connected to our usage of Azure ML Studio workspaces Other in this series: https://learn.microsoft.com/en-us/answers/questions/2285569/ So, this ticket refers to another feedback case by our engineers: Issue…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,348 questions
asked 2025-06-19T08:38:56.8333333+00:00
Arturo Sánchez Pineda 17 Reputation points
answered 2025-06-19T10:59:20.83+00:00
Prashanth Veeragoni 5,485 Reputation points Microsoft External Staff Moderator
5 answers

Storage for Azure ML Workspace

Hello: When I create Azure ML Workspace, why I cannot use existing storage, why I have to create new one? Any clarification will help me to educate. Thanks

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,348 questions
Azure Storage
Azure Storage
Globally unique resources that provide access to data management services and serve as the parent namespace for the services.
3,545 questions
asked 2021-07-14T13:42:21.667+00:00
Jayesh Dave 296 Reputation points
commented 2025-06-17T13:38:00.76+00:00
Suresh Singh Panwar 0 Reputation points Microsoft Employee
1 answer One of the answers was accepted by the question author.

Is Azure Prompt Flow suggested to use in 2025?

Hello, I couldn't find many resources online for azure prompt flow and its uses. Is it still a suggested tool to use in 2025? I have concerns about deployment and production use. Q - Are there any alternatives available as well which might be better than…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,348 questions
asked 2025-06-11T12:21:17.88+00:00
Deril Raju 40 Reputation points
accepted 2025-06-17T13:13:32.02+00:00
Deril Raju 40 Reputation points
2 answers One of the answers was accepted by the question author.

I'm suddenly getting a 400 error when validating a component spec in Azure ML that worked before—any idea what might have changed or how to troubleshoot it?

Getting this error in my workspaces when I try to register a component earlier it was working perfectly I even tried registering components that are given as examples in the azure ml examples repository it also getting the same error. Any idea how to…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,348 questions
asked 2025-06-11T09:30:49.58+00:00
Nikhil Pothineni 55 Reputation points
commented 2025-06-16T22:20:50.81+00:00
Bosco Chiu (BOSCO CHIU) 5 Reputation points Microsoft Employee
2 answers

Can not set instance count when using Batch Endpoint. (From job)

Describe your suggestion https://learn.microsoft.com/en-us/azure/machine-learning/how-to-use-batch-pipeline-from-job?view=azureml-api-2&tabs=cli I have a Pipeline job with 2 steps. The first step is configured with 2 instance counts. However, when I…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,348 questions
asked 2025-06-05T09:47:22.7133333+00:00
Hongbo Jiao (CSI Interfusion Inc) 0 Reputation points Microsoft External Staff
edited an answer 2025-06-12T21:42:00.1333333+00:00
YukiMi-3210 80 Reputation points Moderator
1 answer One of the answers was accepted by the question author.

Job Upload Issues in Azure with Python Code in R-Studio

Experiencing an issue when uploading jobs to Azure using Python code in R-Studio. The following error message is received: Unable to retrieve SaS Urls for project download. Snapshot data appears to be invalid. Tip: Please resubmit the job with a new code…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,348 questions
asked 2025-06-10T08:06:59.05+00:00
Henrik Sejersen 20 Reputation points
accepted 2025-06-12T13:10:37.31+00:00
Henrik Sejersen 20 Reputation points
2 answers

Notebook is not available, when choose "Allow Only Approved Outbound" option.

I created an Azure Machine Learning workspace, disabled public access, and set the outbound policy to "Allow Only Approved Outbound". Then I was unable to open notebooks in the ML workspace. Even I added a FQDN, it is still failed.

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,348 questions
asked 2025-05-24T14:29:44.6666667+00:00
Lai Yin Bo (NCS) 0 Reputation points
answered 2025-06-12T08:12:23.89+00:00
Ivan Bok 0 Reputation points Microsoft Employee
3 answers One of the answers was accepted by the question author.

ML Studio jobs failing to start with ServiceError: InternalServerError and not other logs

I'm trying to submit a job to Azure ML Studio but when I do the job gets stuck in the "Preparing" state for about 4 hours then fails with error message "ServiceError: InternalServerError". Some other details: The environment…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,348 questions
asked 2025-06-06T18:31:37.12+00:00
Henry 20 Reputation points
accepted 2025-06-12T02:20:14.2933333+00:00
Henry 20 Reputation points
2 answers

Why do I always get this error when I submit a batch scoring job in Azure ML? ValueError: Invalid input data type to parse. Expected: <class 'dict'> but got <class 'azureml_common.parallel_run.mini_batch.MiniBatch'>

I keep getting this error when I try running a batch scoring job in Azure ML: ValueError: Invalid input data type to parse. Expected: <class 'dict'> but got <class 'azureml_common.parallel_run.mini_batch.MiniBatch'> It's strange because I…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,348 questions
asked 2025-06-05T14:26:42.6133333+00:00
Adam Goldammer 25 Reputation points
commented 2025-06-11T16:59:01.8033333+00:00
Manas Mohanty 6,370 Reputation points Microsoft External Staff Moderator
1 answer

Azure ML Studio Batch Endpoint issue: Access to this resource is denied. Please check your ACL rules on the resource.

I'm attempting to invoke a batch endpoint in Azure Machine Learning Studio that is deployed within a private virtual network. I've tried accessing the endpoint using both the Python SDK and direct REST API calls from a virtual machine that resides within…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,348 questions
asked 2025-06-04T13:42:11.3566667+00:00
Ajay Shyamsundar 10 Reputation points
commented 2025-06-10T20:45:17.66+00:00
Ravada Shivaprasad 550 Reputation points Microsoft External Staff Moderator