Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,978 questions
0 answers
MS Azure ML designer column selection "by name" doesnt work
Why cant i use the tab 'by name' more than one time in a whole pipeline when using module requiring column selection? I can only use it in the first module (clean data) but then for all other modules no matter what that tab 'by name' is not…
asked 2024-11-17T20:36:18.0833333+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(6.4, 79%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJM%3C/text%3E%3C/svg%3E)
Jacek Mańko
0
Reputation points
commented 2024-11-18T05:55:34.7533333+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(16, 23%, 11%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAD%3C/text%3E%3C/svg%3E)
Avinash Devarakonda
325
Reputation points Microsoft Vendor
0 answers
Microsoft research forum for flooding solutions and financial impact soft GAI Economic AI evaluations
For some reason, I can't currently easily identify whether there is an option solution in Azure AI platform to identify and notify regarding city street zip codes, streets proximities flooding, including option to include AI financial impact soft…
asked 2024-11-18T04:27:01.2966667+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, 45%, 40%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EFO%3C/text%3E%3C/svg%3E)
Francisco Orozco
0
Reputation points
asked 2024-11-18T04:27:01.2966667+00:00
Francisco Orozco
0
Reputation points
1 answer
Can´t delete a resource
Tried to delete a 'hub' resource got the following error: <resource_name>: AI hub still has associated AI projects:…
asked 2024-11-15T11:49:25.8666667+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(300.8, 17%, 39%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERA%3C/text%3E%3C/svg%3E)
Roberto Araujo Filho
115
Reputation points
commented 2024-11-18T00:45:09.2033333+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(281.6, 88%, 37%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESA%3C/text%3E%3C/svg%3E)
Saideep Anchuri
320
Reputation points Microsoft Vendor
1 answer
How to fix real-time endpoint deloyment error for Azure ML Designer Inference Pipeline
I have created an Azure ML Inference Pipeline using the classical pre-built components from Azure ML Designer, but didn't succeed with the deployment of an online endpoint. The error is: "Failed building the environment" both for Azure…
asked 2024-11-15T16:20:32.8566667+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(227.2, 26%, 32%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAR%3C/text%3E%3C/svg%3E)
Annette Ryser
0
Reputation points
commented 2024-11-17T16:53:17.2433333+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(246.4, 4%, 33%)' 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)
Sina Salam
12,246
Reputation points
5 answers
One of the answers was accepted by the question author.
Azure ML Studio error while testing real-time endpoint - list index out of range
I am new to the Azure ML Studio and just deployed the bike-rental regression model. When I tried to test it using the built in test tool in the studio, I am getting the attached error. Similar results running the Python code as well. Can someone please…
asked 2022-02-23T00:53:09.217+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(249.60000000000002, 44%, 34%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EKP%3C/text%3E%3C/svg%3E)
Kumar, Priya
26
Reputation points
commented 2024-11-17T08:41:49.0833333+00:00
Muhammad Ahmed Muhammad
0
Reputation points
0 answers
How to cancel current pipeline job "from within" in Azure ML sdk v2
I am porting a sdk v1 machine learning pipeline to SDK v2. It runs on a daily basis on a scheduler. We have a step which, under certain conditions, cancels the whole pipeline job (ie, the other steps won't run). Its code is like this: from azureml.core…
asked 2024-11-14T20:06:08.51+00:00
Celso Araujo
0
Reputation points
commented 2024-11-17T01:55:31.53+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, 1%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EYM%3C/text%3E%3C/svg%3E)
YutongTie-MSFT
53,211
Reputation points
0 answers
Azure Machine Learning - SSH Error When Attaching Virtual Machine Compute
Hello everyone, I'm experiencing an issue with the "Attach Virtual Machine Compute" function in Azure Machine Learning. I created a virtual machine and used "User Authentication" as the authentication type. The authentication worked…
asked 2024-11-12T16:03:47.5833333+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(19.2, 84%, 11%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ECB%3C/text%3E%3C/svg%3E)
chistian.b
0
Reputation points
edited a comment 2024-11-16T03:56:13.1533333+00:00
chistian.b
0
Reputation points
1 answer
Uploading Multiple Folders for Remote Job via Azure Machine Learning Python SDK (v2)
I am working with the Python SDK (v2) of Azure Machine Learning. I want to launch a training script on a serverless compute by using jobs. Typically, I create and launch a job using the Python command shown below. The problem I’m facing is that my…
asked 2024-11-14T14:50:40.34+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(131.20000000000002, 94%, 22%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EDS%3C/text%3E%3C/svg%3E)
Diego STUCCHI
0
Reputation points
edited an answer 2024-11-15T18:50:03.67+00:00
Sina Salam
12,246
Reputation points
1 answer
Azure ML | Support for ADLS Gen2 Datastore with SAS Token Authentication
Hello, I’m currently working on an application where we’re connecting various data sources—such as file shares and ADLS Gen2—to Azure Machine Learning. While we can create file-share datastores with SAS token authentication, I noticed that this option…
asked 2024-11-15T08:37:53.9266667+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, 41%, 27%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EPL%3C/text%3E%3C/svg%3E)
Pål Hannus
0
Reputation points
commented 2024-11-15T13:27:52.4633333+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(6.4, 61%, 10%)' 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)
santoshkc
9,640
Reputation points Microsoft Vendor
0 answers
data4gfm Datastore 'Mount Failed' for GFM_SYNAI compute instance
I am getting a 'Mount Failed' error, trying to mount the data4gfm Datastore in a GFM_SYNAI compute instance. It appears the failure is due to a container that is not running? Here is the error message: Failed to copy config.json: command 'docker exec…
asked 2024-11-15T00:16:25.9566667+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(249.60000000000002, 4%, 34%)' 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)
Mike Bianco (Capgemini America Inc)
0
Reputation points Microsoft Vendor
edited the question 2024-11-15T03:28:57.6733333+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(192, 43%, 28%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ER%3C/text%3E%3C/svg%3E)
RDash
2,160
Reputation points Microsoft Vendor
0 answers
How to have different outbound rules for spoke workspaces?
What I reckon from the hub workspace learn article https://learn.microsoft.com/en-us/azure/machine-learning/concept-hub-workspace?view=azureml-api-2 the spokes inherit the network configuration from the hub. How do spokes have different outbound network…
asked 2024-11-11T17:22:33.8+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(208, 9%, 30%)' 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)
Shivam Singh
0
Reputation points Microsoft Employee
commented 2024-11-14T12:07:37.1533333+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(166.4, 22%, 26%)' 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
595
Reputation points Microsoft Vendor
1 answer
Cost-Effective Approach for Custom NER in Azure: Azure Language Studio vs. Azure Machine Learning
Hi Azure Community, I’m working on a custom Named Entity Recognition (NER) project where the main goal is to build a model that can extract specific entities from documents. I initially trained and deployed a model using Azure Language Studio, leveraging…
asked 2024-11-13T18:21:21.16+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(131.20000000000002, 34%, 22%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EDA%3C/text%3E%3C/svg%3E)
Dinnemidi Ananda Kumar
60
Reputation points
answered 2024-11-14T07:06:59.8+00:00
romungi-MSFT
46,986
Reputation points Microsoft Employee
1 answer
How do i create a Azure support ticket for a technical issue?
We are having trouble accessing the storage account and notebooks. Need help to resolve.
asked 2024-11-12T18:29:35.86+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(144, 68%, 23%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EP%3C/text%3E%3C/svg%3E)
PLM
21
Reputation points Microsoft Employee
commented 2024-11-14T04:29:12.98+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(153.6, 24%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ENM%3C/text%3E%3C/svg%3E)
navba-MSFT
25,495
Reputation points Microsoft Employee
1 answer
I am trying to delete a resource Group, that holds Azure AI Studio and no other resource. But I am unable to do it, have tried different ways
This is a wired scenario i am stuck in, I am unable to delete a resource group because the AI Studio in it is not deleting. It say it has Failed to delete resource group new-poc: Deletion of resource group 'new-poc' failed as resources with identifiers…
asked 2024-11-13T16:10:08.4133333+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, 16%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERA%3C/text%3E%3C/svg%3E)
Ramanathan AR
0
Reputation points
answered 2024-11-13T17:40:27.5833333+00:00
Sina Salam
12,246
Reputation points
1 answer
please explain formula
please explain what is ȳ in the formula R2 = 1- ∑(y-ŷ)2 ÷ ∑(y-ȳ)2. The formula is NOT complicated if you know what is what. Also tell what is it in the ice cream example
asked 2024-11-12T10:51:23.1166667+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(108.80000000000001, 99%, 20%)' 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)
Sonja Simeonova
0
Reputation points
commented 2024-11-13T14:05:43.21+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(214.4, 74%, 30%)' 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)
AshokPeddakotla-MSFT
35,091
Reputation points
2 answers
Failed to execute command group with error API queried with a bad parameter: {"message":"unknown or invalid runtime name: nvidia"} for my azureml compute instance type Standard_NC16as_T4_v3
I am creating custom azureml pipeline using python sdk this is my code from azureml.core import Environment, Workspace, ComputeTarget, Experiment from azureml.pipeline.core import Pipeline, StepSequence from azureml.pipeline.steps import…
asked 2024-11-05T10:29:13.46+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(294.40000000000003, 2%, 38%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EDL%3C/text%3E%3C/svg%3E)
Damarla, Lokesh
0
Reputation points
edited an answer 2024-11-13T09:41:04.53+00:00
santoshkc
9,640
Reputation points Microsoft Vendor
0 answers
Troubleshooting Batch Deployment Failure in CI Pipeline
A CI pipeline is set up to create a batch deployment from a pipeline component upon code changes. This pipeline has previously succeeded but started failing today. Upon reviewing the activity logs, limited information is available. The error message…
1 answer
Machine Learning Studio - prepare_image step fails when deploying real time inference endpoint
I am using Azure Machine Learning Studio. In the UI, I define a pipeline in a designer. I train model by pressing Configure and Submit, I only change compute instance to mine and I set a name. Then in the pipeline's menu, I choose Create Inference…
asked 2024-11-09T15:48:59.6633333+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(44.800000000000004, 28.999999999999996%, 14%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EPG%3C/text%3E%3C/svg%3E)
Paweł Galas
5
Reputation points
commented 2024-11-13T06:32:28.83+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, 57.99999999999999%, 30%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ECS%3C/text%3E%3C/svg%3E)
César Antonio Suárez Nuñez
0
Reputation points
1 answer
HOW TO LOG IN RUN FUNCTION OF SCORING SCRIPT ON AML
Hi I am facing an issue while trying to log information in the score.py (scoring script) during online endpoint deployment. I’ve been able to log information in the init function, but I cannot log anything in the run function. Below is my…
asked 2024-11-07T04:31:49.1566667+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(272, 33%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ENN%3C/text%3E%3C/svg%3E)
Nguyễn Thanh Tú
170
Reputation points
answered 2024-11-13T04:23:49.9166667+00:00
navba-MSFT
25,495
Reputation points Microsoft Employee
0 answers
Responsible AI - Module not found error
While creating responsible AI dashboard , encountering a module not found error - is there a way we can modify the environment to have a specific library in it - UI doesn't give us functionality & I also tried using the sdk & keep use dependency…
asked 2024-10-29T18:44:56.2366667+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, 76%, 33%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EPN%3C/text%3E%3C/svg%3E)
palbha nazwale
0
Reputation points
edited a comment 2024-11-12T11:22:29.97+00:00
AshokPeddakotla-MSFT
35,091
Reputation points