3,484 questions with Azure Machine Learning tags

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

Getting 422 for Time Gen-1

Until now API was working fine but I'm getting 422 errors unnecessarily, is this a limit issue? We are internal team at Microsoft trying to utilize timegen-1, and we keep running into unknown issues > nixtla_validate_api_key() [1] TRUE > df <-…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,484 questions
asked 2025-10-27T23:05:55.5166667+00:00
Somyadeep Shrivastava 20 Reputation points Microsoft Employee
accepted 2025-10-28T07:28:11.41+00:00
Somyadeep Shrivastava 20 Reputation points Microsoft Employee
2 answers

Azure Machine Learning fails to create workspace

I am using a Student account. I am receiving errors like: { "code": "InvalidTemplateDeployment", "message": "The template deployment failed with multiple errors. Please see details for more information.", …

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,484 questions
asked 2025-10-21T21:01:48.54+00:00
Andreas Slo 0 Reputation points
edited a comment 2025-10-27T05:16:03.09+00:00
Aryan Parashar 1,850 Reputation points Microsoft External Staff Moderator
1 answer One of the answers was accepted by the question author.

How to deploy a machine learning model on Azure with minimal cost?

I’m currently learning Azure Machine Learning and trying to deploy a simple classification model. The deployment works fine, but I’m unsure how to automatically retrain the model when new data is uploaded to Blob Storage. Is there a way to automate…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,484 questions
asked 2025-10-25T06:11:32.79+00:00
Nandini Dhonde 20 Reputation points
accepted 2025-10-25T12:25:20.85+00:00
Nandini Dhonde 20 Reputation points
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.
3,484 questions
asked 2024-12-13T06:44:18.4033333+00:00
SC Lim 50 Reputation points
commented 2025-10-24T10:13:48.95+00:00
Temuulen Tuvshinjargal 0 Reputation points
1 answer

charged $41 during Azure Machine Learning Free Trial — Need Refund and Cancel Subscription

Hello, I recently signed up for an Azure Machine Learning Free Trial, but today I noticed a $41 charge on my bank account. I did not expect to be charged since I only used the free trial. Could you please help me: Cancel my Azure subscription to stop…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,484 questions
asked 2025-10-09T23:02:57.4+00:00
Sam MAHMOUD 0 Reputation points
commented 2025-10-24T08:49:20.9466667+00:00
Aryan Parashar 1,850 Reputation points Microsoft External Staff Moderator
0 answers

Batch endpoint does not work with a specific model

I have a model that is working fine when I do training + batch inference. But when I do the same from another model I have, I get this error: 2025-10-14T17:05:53: #10 52.37 Collecting pyarrow<20,>=4.0.0 (from mlflow==2.22.2->-r…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,484 questions
asked 2025-10-15T17:37:31.8966667+00:00
Guilherme Matheus 120 Reputation points Microsoft Employee
commented 2025-10-23T11:55:20.4666667+00:00
Aryan Parashar 1,850 Reputation points Microsoft External Staff Moderator
2 answers One of the answers was accepted by the question author.

Dependency caching in AzureML pipeline

Hi! I am using the uv python package manager to run my pipelines. For instance, I have a data prep component where the entry point is: code: ../../../../ command: uv run --extra extra_group --no-dev --locked src/my_package/train.py environment:…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,484 questions
asked 2025-10-01T09:01:34.6833333+00:00
Marco Bignotti 50 Reputation points
commented 2025-10-23T08:42:14.6466667+00:00
Alex Burlachenko 18,310 Reputation points Volunteer Moderator
1 answer One of the answers was accepted by the question author.

CRITICAL: Quota Request Disabled Despite Paid Developer Support for Azure Machine Learning

"Hello Azure Support Team, I am facing a critical issue with increasing my GPU quota for Azure Machine Learning. I have followed all necessary steps, but the quota system remains locked, indicating a possible configuration error on the subscription…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,484 questions
asked 2025-10-21T19:06:00.7366667+00:00
ghada 40 Reputation points
commented 2025-10-23T04:26:43.27+00:00
SRILAKSHMI C 8,295 Reputation points Microsoft External Staff Moderator
1 answer One of the answers was accepted by the question author.

Getting 503 at Azure ML studio timegen-1

Im getting 503, while calling forecast api or validation for TimeGen-1** Failed to test model**: Request failed with status code 503

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,484 questions
asked 2025-10-21T22:39:51.73+00:00
Somyadeep Shrivastava 20 Reputation points Microsoft Employee
accepted 2025-10-22T16:40:29.4+00:00
Somyadeep Shrivastava 20 Reputation points Microsoft Employee
1 answer

Bicep Machine Learning Workspace Codes doesn't work

I am getting error when trying to create or reference an existing Codes and there is not a single place or documentation that I found and tells this is not possible, so this must be a bug, since all the other services that has versions is working fine,…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,484 questions
asked 2025-10-21T01:32:52.7433333+00:00
Guilherme Matheus 120 Reputation points Microsoft Employee
commented 2025-10-22T12:05:41.9433333+00:00
Guilherme Matheus 120 Reputation points Microsoft Employee
1 answer

Questions about Azure ML Preview Features Being Removed

Hey, I’ve received a few emails over the last few weeks to months regarding preview features in Azure ML that are going to be removed in the near future. Some example key points are: Use of v2 data assets (uri_folder and mltable) in a data labeling…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,484 questions
asked 2025-10-22T07:59:27.8666667+00:00
Tobias Fischer 70 Reputation points
answered 2025-10-22T10:04:29.82+00:00
Aryan Parashar 1,850 Reputation points Microsoft External Staff Moderator
2 answers One of the answers was accepted by the question author.

Azure Machine Learning Studio compute stuck on 'Starting up' and costing us money

Twice now we've ended up with a compute instance in Azure Machine Learning Studio which is stuck on 'Setting up'. In this state it is not possible to stop the compute and the idle shutdown does not function, yet the resource still costs us money. Last…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,484 questions
asked 2025-10-20T08:14:30.3333333+00:00
Angus McKay 20 Reputation points
accepted 2025-10-22T08:06:37.2233333+00:00
Angus McKay 20 Reputation points
3 answers

Transfer certifications from student account to personal account?

I have access to MS Learn through my university and I can access the materials to learn for the certifications. I want to do the Certified Data Scientist associate certification but I want to know if I do it with my university account do I still need to…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,484 questions
asked 2025-10-20T09:45:29.5866667+00:00
Ozzey Padayachee 0 Reputation points
commented 2025-10-22T06:01:44.2733333+00:00
Nikhil Jha (Accenture International Limited) 2,220 Reputation points Microsoft External Staff Moderator
2 answers One of the answers was accepted by the question author.

Model deployment keeps failing due to provisioning and quota issues

Model deployment keeps failing due to provisioning and quota issues Hello, I’m facing repeated deployment failures while completing my NAVTACC AI/ML training assignment in Azure Machine Learning. Every time I try to deploy my model (real-time endpoint),…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,484 questions
asked 2025-10-12T10:44:23.66+00:00
Talha Azmat 20 Reputation points
commented 2025-10-21T10:43:53.6066667+00:00
Manas Mohanty 11,690 Reputation points Microsoft External Staff Moderator
0 answers

I requested quota increase for compute. I do not require this anymore, how to remove/reduce quota back to 0.

I requested quota increase for compute which got approved but I do not require this anymore, how to remove/reduce quota back to 0.

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,484 questions
asked 2025-10-17T13:42:43.51+00:00
Harshvardhan Sharma 0 Reputation points
commented 2025-10-21T07:59:05.68+00:00
Sridhar M 1,220 Reputation points Microsoft External Staff Moderator
0 answers

How do we know if an azureml image is being used?

When we create a Machine Learning Workspace, we can set an existing Container Registry that will be used by AML service. But we have been flagged of packages under a given image that needs to be fixed. Example: #table cols="3" Package…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,484 questions
asked 2025-10-16T00:44:04.3066667+00:00
Guilherme Matheus 120 Reputation points Microsoft Employee
edited a comment 2025-10-17T19:58:46.8233333+00:00
Guilherme Matheus 120 Reputation points Microsoft Employee
2 answers One of the answers was accepted by the question author.

Does Machine Learning Codes can be access from Studio UI?.

I have uploaded the batch_driver.py file in a storage account, then I have created this Code using Bicep template: param codeAssetDescription string = 'This is a test description for a code asset created by an ARM template' @description('If the name…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,484 questions
asked 2025-10-17T14:02:52.1733333+00:00
Guilherme Matheus 120 Reputation points Microsoft Employee
commented 2025-10-17T19:56:44.89+00:00
Guilherme Matheus 120 Reputation points Microsoft Employee
1 answer

Avoid scheduled pipeline to be triggered immediately after creation in azureml (Python SDK v2)

When I submit a pipeline with an associated schedule, it runs immediately after submission, instead of waiting until the scheduled time of the day, day of the month, etc. Is there a way to avoid this programmatically using Python SDK v2?

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,484 questions
asked 2025-10-01T17:30:37.03+00:00
Jaume Amores 5 Reputation points
commented 2025-10-17T19:41:29.0566667+00:00
Anshika Varshney 1,910 Reputation points Microsoft External Staff Moderator
0 answers

How to add properties when running batch endpoints using REST API?.

We currently have a pipeline in ADF that we are using to train a given model using Pipelines components, and if we check this doc PipelineJob we can see the properties available, that way I am being able to use displayName, tags, etc normally for…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,484 questions
asked 2025-10-07T21:06:58.02+00:00
Guilherme Matheus 120 Reputation points Microsoft Employee
commented 2025-10-16T22:09:22.6533333+00:00
Swapnesh Panchal 740 Reputation points Microsoft External Staff Moderator
2 answers One of the answers was accepted by the question author.

Real-time inference endpoint deployment for Azure ML Designer pipeline fails.

Workspace: mis-101 Subscription ID: Azure subscription 1 Region: East (may be West) Issue: Real-time inference endpoint deployment for Azure ML Designer pipeline fails. Endpoint name: <endpoint-deploye-mis101-1> Deployment state: Transitioning →…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,484 questions
asked 2025-09-11T04:52:08.34+00:00
Gao, Kevin 20 Reputation points
accepted 2025-10-16T14:54:58.4733333+00:00
Gao, Kevin 20 Reputation points