Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,489 questions
1 answer
Cannot deploy managed endpoint - MirSystemSetupTask failing
I am facing issues deploying my managed online endpoints for inference in Azure ML Studio. I have a setup where I created a VNet in my resource group, put storage account and keyvault inside that VNet, and created private endpoints for the Azure ML…
Azure Machine Learning
asked 2025-10-30T07:29:51.2166667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(115.19999999999999, 74%, 21%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EA%3C/text%3E%3C/svg%3E)
aot
91
Reputation points
answered 2025-11-02T14:04:42.87+00:00
Amira Bedhiafi
39,566
Reputation points
Volunteer Moderator
1 answer
Unable to update auth for Azure ML default datastores
During a security scan, the following issue was reported: Found [2] data stores which use credential-based access for authentication: [Name: workspaceblobstore, Type: AzureBlob, AuthenticationType: AccountKey] [Name: workspaceartifactstore, Type:…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,489 questions
asked 2025-10-31T22:19:34.3366667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(278.4, 27%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EKS%3C/text%3E%3C/svg%3E)
Kamini Singh
0
Reputation points Microsoft Employee
answered 2025-11-01T03:31:12.32+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(243.2, 78%, 33%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ENY%3C/text%3E%3C/svg%3E)
Natheem Yousuf
160
Reputation points
1 answer
Unable to start azure ml notebooks
I have been trying to experiment with Azure ML. So, i created a workspace. When i create a notebook, i keep getting same error from past two days. Please help. Also, you can see errors in console.
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,489 questions
asked 2020-09-23T15:13:39.267+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(64, 23%, 16%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EKR%3C/text%3E%3C/svg%3E)
kalyan reddy
186
Reputation points
commented 2025-10-31T11:27:29.8166667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(275.2, 21%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAB%3C/text%3E%3C/svg%3E)
Alex Bogomolov
35
Reputation points
1 answer
VS Code "Failed to connect to the remote extension host server (Error: WebSocket close with status code 1006)" error when connecting to a remote azure ML server
I keep getting this error whenever I attempt to edit my azure ml notebook in VS Code (either desktop or web version). Any help?
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,489 questions
asked 2025-10-28T21:27:45.21+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(147.20000000000002, 99%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ES%3C/text%3E%3C/svg%3E)
Sarah
0
Reputation points
commented 2025-10-31T10:48:40.06+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(204.8, 15%, 29%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMM%3C/text%3E%3C/svg%3E)
Manas Mohanty
11,850
Reputation points Microsoft External Staff
Moderator
1 answer
Guidance on Whether Azure Machine Learning or Function App Is More Suitable
Hi, This is a quick advisory question about whether Azure Machine Learning is the right resource for my needs, or if something simpler—such as a Function App—would be more suitable. I have data coming from a sensor that gradually drifts over time. I need…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,489 questions
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(25.6, 95%, 12%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ED%3C/text%3E%3C/svg%3E)
1 answer
One of the answers was accepted by the question author.
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.
3,489 questions
asked 2025-10-22T07:59:27.8666667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(156.8, 62%, 25%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ETF%3C/text%3E%3C/svg%3E)
Tobias Fischer
90
Reputation points
accepted 2025-10-31T08:06:18.82+00:00
Tobias Fischer
90
Reputation points
1 answer
Azure ML Endpoint Creation Fails: Persistent "SubscriptionNotRegistered" Error on Student Subscription
Hi, I'm trying to create a Managed Online Endpoint in my Azure Machine Learning workspace (unified-dashboard-ml, region westus2) using an Azure for Students subscription, but it repeatedly fails with the error SubscriptionNotRegistered. Error Message…
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,489 questions
asked 2025-10-29T08:48:23.9566667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(124.80000000000001, 67%, 22%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJA%3C/text%3E%3C/svg%3E)
Jain, Aarav
0
Reputation points
answered 2025-10-29T14:11:45.72+00:00
Manas Mohanty
11,850
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.
3,489 questions
asked 2025-10-07T21:06:58.02+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(185.6, 65%, 27%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EGM%3C/text%3E%3C/svg%3E)
Guilherme Matheus
120
Reputation points Microsoft Employee
commented 2025-10-28T11:45:46.61+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(297.6, 93%, 38%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAP%3C/text%3E%3C/svg%3E)
Aryan Parashar
2,155
Reputation points Microsoft External Staff
Moderator
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.
3,489 questions
asked 2025-10-27T23:05:55.5166667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(268.8, 72%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESS%3C/text%3E%3C/svg%3E)
Somyadeep Shrivastava
40
Reputation points Microsoft Employee
accepted 2025-10-28T07:28:11.41+00:00
Somyadeep Shrivastava
40
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.
3,489 questions
asked 2025-10-21T21:01:48.54+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(99.2, 44%, 19%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAS%3C/text%3E%3C/svg%3E)
Andreas Slo
0
Reputation points
edited a comment 2025-10-27T05:16:03.09+00:00
Aryan Parashar
2,155
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.
3,489 questions
asked 2025-10-25T06:11:32.79+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(214.4, 6%, 30%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3END%3C/text%3E%3C/svg%3E)
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.
3,489 questions
asked 2024-12-13T06:44:18.4033333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(265.6, 54%, 35%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESL%3C/text%3E%3C/svg%3E)
SC Lim
50
Reputation points
commented 2025-10-24T10:13:48.95+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(156.8, 92%, 25%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ETT%3C/text%3E%3C/svg%3E)
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.
3,489 questions
asked 2025-10-09T23:02:57.4+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(112.00000000000001, 81%, 20%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESM%3C/text%3E%3C/svg%3E)
Sam MAHMOUD
0
Reputation points
commented 2025-10-24T08:49:20.9466667+00:00
Aryan Parashar
2,155
Reputation points Microsoft External Staff
Moderator
1 answer
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.
3,489 questions
asked 2025-10-15T17:37:31.8966667+00:00
Guilherme Matheus
120
Reputation points Microsoft Employee
answered 2025-10-23T11:55:20.4666667+00:00
Aryan Parashar
2,155
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.
3,489 questions
asked 2025-10-01T09:01:34.6833333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(70.4, 57.00000000000001%, 16%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMB%3C/text%3E%3C/svg%3E)
Marco Bignotti
50
Reputation points
commented 2025-10-23T08:42:14.6466667+00:00
Alex Burlachenko
18,390
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.
3,489 questions
asked 2025-10-21T19:06:00.7366667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(3.2, 67%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EG%3C/text%3E%3C/svg%3E)
ghada
40
Reputation points
commented 2025-10-23T04:26:43.27+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(176, 16%, 27%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESC%3C/text%3E%3C/svg%3E)
SRILAKSHMI C
8,620
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.
3,489 questions
asked 2025-10-21T22:39:51.73+00:00
Somyadeep Shrivastava
40
Reputation points Microsoft Employee
accepted 2025-10-22T16:40:29.4+00:00
Somyadeep Shrivastava
40
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.
3,489 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
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.
3,489 questions
asked 2025-10-20T08:14:30.3333333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(310.4, 37%, 40%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAM%3C/text%3E%3C/svg%3E)
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.
3,489 questions
asked 2025-10-20T09:45:29.5866667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(307.2, 71%, 39%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EOP%3C/text%3E%3C/svg%3E)
Ozzey Padayachee
0
Reputation points
commented 2025-10-22T06:01:44.2733333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(73.60000000000001, 33%, 17%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ENJ%3C/text%3E%3C/svg%3E)
Nikhil Jha (Accenture International Limited)
2,535
Reputation points Microsoft External Staff
Moderator