Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,073 questions
0 answers
How to auto-authenticate AML compute instance to start on a regular schedule?
Hi, I am trying to use Azure ML workspace to run Python notebooks on a regular basis to query Kusto data and conduct data processing. I created a Compute instance in AML, set up the starter shell script, and configured the Startup schedule of the compute…
![](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(80, 13%, 17%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ECW%3C/text%3E%3C/svg%3E)
0 answers
i can t make new account in azure
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asked 2025-01-18T02:18:19.7466667+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, 23%, 34%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAY%3C/text%3E%3C/svg%3E)
arie yanuartaba
0
Reputation points
asked 2025-01-18T02:18:19.7466667+00:00
arie yanuartaba
0
Reputation points
1 answer
Move data from one component to the next in Azure Machine Learning
I have got 2 components in Azure Machine Learning. I have got 2 dataframes in the first component (called prep) which I want to pass into the next component (called middle) for further processing. In the prep code, I have tried to save the dataframe into…
asked 2025-01-10T09:59:29.2033333+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(185.6, 60%, 27%)' 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)
Ameya Bhave
0
Reputation points
answered 2025-01-17T17:57:32.97+00:00
Ameya Bhave
0
Reputation points
2 answers
Help Deploying a Fine-Tuned LLaMA 3.2 Model with Streamlit on Azure
Hey everyone, I need some help deploying a machine learning application on Azure. Here's what I've done so far: I fine-tuned a LLaMA 3.2 model for a binary classification task on my local machine. The fine-tuned model is saved locally. I'm using…
asked 2025-01-15T18:40:08.61+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(192, 28.999999999999996%, 28%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESB%3C/text%3E%3C/svg%3E)
Shraddha Bangad
0
Reputation points
commented 2025-01-17T17:38:06.0533333+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, 17%, 22%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EPP%3C/text%3E%3C/svg%3E)
Pavankumar Purilla
2,595
Reputation points Microsoft Vendor
1 answer
One of the answers was accepted by the question author.
How to fix ML_Client can not connect to the workspace
Hi there, I am trying to connect the ML workspace on my notebook. Here's my code # import required libraries from azure.ai.ml import MLClient from azure.ai.ml.entities import Environment, BuildContext from azure.identity import DefaultAzureCredential #…
![](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, 53%, 16%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EZ%3C/text%3E%3C/svg%3E)
asked 2025-01-02T06:33:51.6433333+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(48, 94%, 14%)' 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)
Ashish Ranjan
20
Reputation points
answered 2025-01-17T02:31:28.2466667+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
35,766
Reputation points
2 answers
One of the answers was accepted by the question author.
Error while creating a managed online endpoint in azure machine learning studio
while creating a managed online endpoint in azure machine learning studio I get the following error in my workspace's notebook: --------------------------------------------------------------------------- OperationFailed Traceback (most recent call last)…
asked 2024-08-23T21:29:59.2566667+00:00
Matias Larsson
85
Reputation points
commented 2025-01-16T16:48:39.29+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(105.60000000000001, 42%, 20%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EGG%3C/text%3E%3C/svg%3E)
George Genchev
0
Reputation points
1 answer
One of the answers was accepted by the question author.
How can I use built-in components from Azure ML Studio in the Python SDK?
I am trying to do something like this. I am trying to use the Python SDK to retrieve a built-in component from the Azure ML Studio Pipeline Designer so that I can use it to build pipelines in code, I don't think it works like this though because it can…
asked 2025-01-15T09:07:54.9333333+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, 53%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EBV%3C/text%3E%3C/svg%3E)
Ben van der Weg
20
Reputation points
commented 2025-01-16T14:23:23.7066667+00:00
Ben van der Weg
20
Reputation points
2 answers
AzureML model monitoring error
I try to set up model monitoring as in Azure ML documentation. When I run the monitoring job, I get the following error: No data found for the given time window: 2024-07-29 07:54:54.277000+00:00 to 2024-08-05 07:54:54.277000+00:00 in input…
asked 2024-08-05T10:06:24.1633333+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(41.6, 86%, 14%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EM%3C/text%3E%3C/svg%3E)
MMadera
0
Reputation points
commented 2025-01-16T06:42:47.37+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, 76%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EYD%3C/text%3E%3C/svg%3E)
Yash Deshpande
0
Reputation points
1 answer
One of the answers was accepted by the question author.
Optimizing Machine Learning / Only process new data
Hi all, I have deployed a small setup through Azure AI Studio and everything is working fine. I am using Azure OpenAI Services (GPT4o-mini). As I add new data to my datastore, I need to update the index accordingly (ideally daily). To do this, I have…
asked 2025-01-14T07:24:07.51+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(57.599999999999994, 77%, 15%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ET%3C/text%3E%3C/svg%3E)
Thomas
41
Reputation points
edited the question 2025-01-15T08:07:13.63+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
1,020
Reputation points Microsoft Vendor
2 answers
One of the answers was accepted by the question author.
Issue with the sandbox being unavailable on Microsoft Azure Fundamentals
Hey everyone, I’ve been trying to use the MS Learn Sandbox for a module, but I keep running into this annoying error message: “The sandbox for this module is currently unavailable. We're working to resolve this as quickly as possible. In the meantime,…
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asked 2025-01-02T21:25:40.71+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(128, 14.000000000000002%, 22%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ELB%3C/text%3E%3C/svg%3E)
luis baldassari
45
Reputation points
commented 2025-01-14T16:54:24.0266667+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(256, 20%, 34%)' 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)
AMITGUY
181
Reputation points
3 answers
One of the answers was accepted by the question author.
Model Performance Signal (Preview) | Model Monitor - Data Joiner | error:" join column 'correlationid is not present in left_input data.
Greetings, I am working on my MLOps project and have been trying to use the Azure ML "model performance" monitoring function to detect the model's degradation. Left_input_data is the deployed model's inference output data, which were…
asked 2025-01-11T22:51:20.1466667+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(195.2, 28.999999999999996%, 28%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EBH%3C/text%3E%3C/svg%3E)
BOON HAWAREE
20
Reputation points
edited an answer 2025-01-14T10:22:01.2366667+00:00
BOON HAWAREE
20
Reputation points
1 answer
One of the answers was accepted by the question author.
Inquiry about Machine Learning Model Deployment Error in Azure for Students Account
I am contacting you because an error occurred at the "Deploy and test the model" stage while performing machine learning practice at the link below using an Azure for Students account. Link:…
![](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, 75%, 36%)' 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)
1 answer
What rank is used in LoRA fine-tuning?
I previously fine-tuned a few instances of gpt-4 using the standard Azure ML training flow. I am seeing online that Azure ML uses Low rank approximation in order to optimize fine tuning. I am wondering what rank is used in the LoRA fine-tuning process…
asked 2025-01-11T20:47:25.69+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, 26%, 16%)' 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)
Nick Matton
0
Reputation points Microsoft Employee
edited the question 2025-01-14T04:36:03.89+00:00
Saideep Anchuri
1,020
Reputation points Microsoft Vendor
1 answer
Azure ML Error:
I keep getting the following error when trying to provision Compute in Azure ML. The specified Azure ML Compute Instance ABC setup failed with error "Failed to mount storage. Details - Hint:Failed to mount due to permissions issue. Make sure the…
asked 2025-01-13T13:36:04.5366667+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, 48%, 39%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAH%3C/text%3E%3C/svg%3E)
Alan Hunter
6
Reputation points
commented 2025-01-13T23:40:36.59+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
1,620
Reputation points Microsoft Vendor
0 answers
Deploy a Scheduled ML Pipeline in Azure with GitHub Integration
Hello, I am completely new to Azure and I need to deploy my model to run on Azure. Basically I have a pipeline.py file that runs every step of my application and connects all the other .py files located in she src/ folder, which is basically the…
asked 2025-01-12T18:40:13.1466667+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' %3EAC%3C/text%3E%3C/svg%3E)
Amanda Costa Spolti
0
Reputation points
commented 2025-01-13T07:54:51.1833333+00:00
AshokPeddakotla-MSFT
35,766
Reputation points
1 answer
(new)AML Continuous Monitoring | Mapping Ground Truth Data for Model Performance Monitoring in Azure Machine Learning
This is the new post as my first post couldn't be viewed( shown 404 error after I clicked it) Greetings, I am reading the document regarding MLOps and would like to continuously monitor the ML model deployed inside Azure Machine Learning. The goal of…
asked 2025-01-07T20:45:32.03+00:00
BOON HAWAREE
20
Reputation points
commented 2025-01-13T05:38:51.4733333+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(252.8, 76%, 34%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EVS%3C/text%3E%3C/svg%3E)
Vikram Singh
185
Reputation points Microsoft Employee
1 answer
Where are auto-generated environments and scoring scripts for endpoints located?
When deploying a real-time or batch endpoint, you have the option to have both the environment and scoring script auto-generated. Where are these scoring scripts and environments stored for reference and troubleshooting, afterwards? They are not located…
asked 2024-01-09T05:00:18.57+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, 90%, 25%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EB%3C/text%3E%3C/svg%3E)
Brad
50
Reputation points
commented 2025-01-10T22:41:01.3666667+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, 48%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERH%3C/text%3E%3C/svg%3E)
Robert Hollamby
0
Reputation points
1 answer
One of the answers was accepted by the question author.
What is the best input for video indexer
I am new to video indexer api, I want to leverage this api for one of my app development. My question is which format is working the best for this api to make the best result? Best result with the smaller size is the best
asked 2024-01-31T20:28:42.68+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(83.2, 44%, 18%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EDI%3C/text%3E%3C/svg%3E)
Dan Ishutin
80
Reputation points
commented 2025-01-10T20:56:12.46+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(67.2, 69%, 16%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EFT%3C/text%3E%3C/svg%3E)
Frank T. May
0
Reputation points
0 answers
How do I configure search space ranges in an Azure Machine Learning sweep job from input parameters?
I am using Azure Machine Learning pipeline SDK v2 and I'd like to do a sweep job while specifying the search space range from the inputs parameters. The example currently available currently does not cover this, and I've been having problems getting it…
asked 2024-12-06T10:57:50.7766667+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(57.599999999999994, 36%, 15%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ECL%3C/text%3E%3C/svg%3E)
Cynthia Luijkx
5
Reputation points
commented 2025-01-09T08:14:55.28+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(54.400000000000006, 31%, 15%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EU%3C/text%3E%3C/svg%3E)
utta
0
Reputation points