Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,687 questions
0 answers
AzureML Compute Instance Becomes Unusable - Jupyter Unreachable
Every time I restart my compute instance I've started receiving the following error: Error attempting to connect to this compute instance: An error occurred while sending the request. Check to make sure the compute instance is started. If you just…
![](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(240, 32%, 33%)' 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)
5 answers
AzureML endpoint - gunicorn worker timeout
Hello everyone, I am trying to deploy a large model using AzureML endpoint. The model is made up of many sub-models which get loaded by the init() method as described in the documentation here. The model is trained and then registered in…
asked 2021-08-27T13:30:44.527+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(224.00000000000003, 63%, 31%)' 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)
Matteo
31
Reputation points
answered 2024-06-14T08:10:14.7566667+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, 63%, 24%)' 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)
Clark Shi (Allegis Group Services)
0
Reputation points Microsoft Agency Temporary
1 answer
Cannot delete Azure AI Deployment or update endpoint traffic
I am using the Azure AI Studio and I cannot delete a deployment(for a prompt flow), it says this when trying: If instead of deleting the deployment I try updating the traffic to change it from 100 to 0 so another deployment has the traffic it gives the…
asked 2024-06-12T18:35:12.51+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(156.8, 15%, 25%)' 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)
Kody Simpson
0
Reputation points
answered 2024-06-12T20:41:03.45+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
47,991
Reputation points
1 answer
How to fix: Access denied due to invalid subscription key or wrong API endpoint. Same sure to provide a valid key for an active subscription and use a correct regional API endpoint for your resource.
I'm very new to this and taking training. I'm following the steps on https://microsoftlearning.github.io/mslearn-ai-fundamentals/Instructions/Labs/03-image-analysis.html When I attempt to drag and drop the image I'm receiving the error "Access…
asked 2024-06-11T21:16:38.94+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, 3%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EDM%3C/text%3E%3C/svg%3E)
Dean Metz
0
Reputation points
answered 2024-06-12T01:01:32.9433333+00:00
YutongTie-MSFT
47,991
Reputation points
0 answers
Using Azure to optimize pricing strategies for car parts sales
A car company wants to optimize the pricing strategy for their vehicle spare parts using Azure tools. How can Azure machine learning or other available Azure tools be used to find an ideal price that increases profitability while retaining clients and…
asked 2024-06-10T08:14:57.2766667+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, 13%, 37%)' 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)
Shahar Spencer
60
Reputation points
commented 2024-06-11T14:57:13.37+00:00
romungi-MSFT
43,651
Reputation points Microsoft Employee
0 answers
Instructions not working
Step 8 on this training isn't working. david [ ~ ]$ az ml workspace create --name "mlw-dp100-labs" -g "new-group-name3243" The deployment request mlw-dp100-labs-8429553 was accepted. ARM deployment URI for reference:…
asked 2024-06-02T01:58:41.9066667+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, 85%, 28%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EDH%3C/text%3E%3C/svg%3E)
David Hughes
5
Reputation points
commented 2024-06-11T14:23:12.9366667+00:00
romungi-MSFT
43,651
Reputation points Microsoft Employee
2 answers
I am not able to create a workspace on Azure Cloud Shell
I have been trying to create a workspace on Azure Cloud Shell but I kept getting the same error message. I tried to register resource provider using this code- az provider register --namespace 'az provider register --namespace…
asked 2024-05-25T11:28:35.15+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, 72%, 14%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAI%3C/text%3E%3C/svg%3E)
Aisha Ijiyode
15
Reputation points
commented 2024-06-11T14:02:30.6433333+00:00
romungi-MSFT
43,651
Reputation points Microsoft Employee
1 answer
Integrating Databricks notebooks in Azure ML using SDK V2
Hi all, We currently have some Azure Databricks notebooks in production which we would like to integrate in Azure ML using the v2 SDK. I found resources to integrate these notebooks using the databricks_step in the v1 SDK. The official documentation…
asked 2024-06-07T13:12:55.3333333+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(259.20000000000005, 18%, 35%)' 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)
Alexander
0
Reputation points
commented 2024-06-11T09:30:30.9966667+00:00
Amira Bedhiafi
18,501
Reputation points
1 answer
How to fix this while integrating Machine Learning UDF function to Azure Stream Analytics
Hi, I am trying to integrate my ML endpoint with Azure Stream Analytics, but failing to do so as I cannot save the below details: Here is my scoring script for the endpoint: import os import logging import json import joblib from azureml.core.model…
asked 2024-06-04T15:28:29.2+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, 30%, 27%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EPJ%3C/text%3E%3C/svg%3E)
Pradyumn Joshi
40
Reputation points
commented 2024-06-11T07:03:29.2833333+00:00
Sander van de Velde | MVP
30,711
Reputation points MVP
4 answers
Problems submittimg azure machine learning pipelines
I have a problem submitting my azure machine learning pipeline. I used the Import Data model to import data from a ULR via HTTP. When I clicked on submit, it submitted successfully with no green vertical line indication usually on the left side of the…
asked 2022-05-27T15:38:17.827+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, 47%, 33%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EED%3C/text%3E%3C/svg%3E)
Ebenezer Danso-Amoako
1
Reputation point
answered 2024-06-11T06:15:36.4566667+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, 75%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EOB%3C/text%3E%3C/svg%3E)
Okker Botes
31
Reputation points
4 answers
Select Column by Name not working in the designer
Hi, I'm having issues working with the select columns by name option in the machine learning studio designer. In the documentation it says that we have to run the pipeline for the modules to pick up the data schema. In the previous version of the…
asked 2022-12-02T18:37:15.947+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(182.40000000000003, 4%, 27%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ENK%3C/text%3E%3C/svg%3E)
Navid Kalantari (Intuitive-Data Science & AI/ML)
1
Reputation point
answered 2024-06-11T06:14:06.1066667+00:00
Okker Botes
31
Reputation points
1 answer
One of the answers was accepted by the question author.
First Regression Model - Automobile Price Data (Raw) content is NULL
Hi I am following the regression training to build a first model on the designer. When I click "Preview" of the Autombile Price Data (Raw) , there is noting on the data. And I can find the message "Value cannot be null" as…
asked 2024-06-07T06:39:23.5333333+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, 77%, 26%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EHL%3C/text%3E%3C/svg%3E)
Hugo Leung
20
Reputation points
accepted 2024-06-11T01:09:44.2933333+00:00
Hugo Leung
20
Reputation points
1 answer
How can I access the data from blob storage through script.py using online endpoint?
Hello, I have deployed an MLflow classification model through an online endpoint. To obtain customized output from the endpoint, I have included a score.py. This script.py is designed to retrieve data from blob storage/data assets using the customer…
asked 2024-06-10T12:20:30.0133333+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, 31%, 34%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EYS%3C/text%3E%3C/svg%3E)
Yogeshkumar Shankariya
0
Reputation points
commented 2024-06-10T22:07:35.5966667+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, 4%, 28%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EVM%3C/text%3E%3C/svg%3E)
VasaviLankipalle-MSFT
15,836
Reputation points
0 answers
Azure ML Pipeline Job Status Not Reflecting Failure on Exception
Description: I have encountered an issue where my Azure ML pipeline job status does not reflect a failure even when an exception is raised in one of the steps. The job continues to show as succeeded despite the error. Here are the details of the…
asked 2024-06-10T13:07:32.6933333+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, 9%, 21%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMS%3C/text%3E%3C/svg%3E)
Mallik, Sourav
0
Reputation points
commented 2024-06-10T17:24:59.9466667+00:00
YutongTie-MSFT
47,991
Reputation points
0 answers
how to fail an Azure ML run?
We are using Azure ML for large tests to facilitate testing our code on CUDA in an automated manner. Things work mostly well, but one thing we cannot figure out is how to fail a job such that the job failure shows in the UI as Failed (see…
asked 2020-12-10T14:04:57.12+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, 65%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EFC%3C/text%3E%3C/svg%3E)
Fabien Campagne
41
Reputation points
commented 2024-06-10T08:34:44.05+00:00
Mallik, Sourav
0
Reputation points
1 answer
"Missing dependent resources in workspace json" error stops me from creating Azure Machine Learning workspace from Azure Cloud Shell
I'm new to Azure and exploring Azure Machine Learning services. I've been trying to create the Azure machine learning workspace from the Azure Cloud Shell. az ml workspace create --name "myWkspcName" -g "resourceGroupName" this…
asked 2024-05-27T08:38:52.3766667+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, 87%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EHS%3C/text%3E%3C/svg%3E)
Hari Samynaath Sankaran
10
Reputation points
commented 2024-06-10T06:20:10.15+00:00
Hari Samynaath Sankaran
10
Reputation points
1 answer
How to access swagger.json page?
was anybody able to access swagger.json endpoint? I was able to get my primaryKey and secondaryKey from the azure console, but i'm unable to access the swagger json - nor the deployed endpoint. Also, unlike the UI showed in those videos, i don't have…
asked 2024-06-07T02:36:48.5366667+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(48, 9%, 14%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EYS%3C/text%3E%3C/svg%3E)
Yeg Sul
0
Reputation points
commented 2024-06-10T02:31:57.6033333+00:00
YutongTie-MSFT
47,991
Reputation points
2 answers
Cannot get GPU tensorflow to work on Azure ML Compute Instance
I am experimenting with constructing some DNNs in a notebook running in Azure Machine Learning Studio. In order to speed up model training in tensorflow/keras I want to utilize the GPU of my compute instance. However, upon importing tensorflow in my…
asked 2024-01-10T13:19:58.3333333+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(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
66
Reputation points
edited a comment 2024-06-08T03:33:52.83+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(41.6, 93%, 14%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESG%3C/text%3E%3C/svg%3E)
Sid Gudiduri
0
Reputation points
0 answers
AutoML Endpoint error in testing
this is my first time I try the AutoML from coursea. When i test the first AutoML , there is an error message as below for my endpoint. endpoint =http://39da1c90-5385-4ad6-8629-caf5215e65b9.eastus2.azurecontainer.io/score ^ SyntaxError: invalid…
asked 2024-06-06T02:35:44.5433333+00:00
Hugo Leung
20
Reputation points
commented 2024-06-07T09:30:53.6466667+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(89.60000000000001, 78%, 18%)' 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)
dupammi
7,955
Reputation points Microsoft Vendor
0 answers
How to preview data for the sample dataset. I am getting the error highlighted below and how to show me the column names.
Specifically, I am getting the following errors in the Designer of Azure ML Studio, while creating a new pipeline. I cannot preview data for the sample dataset. I am getting the error highlighted below.
asked 2024-06-07T00:32:28.61+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(278.4, 28.999999999999996%, 36%)' 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)
Akshay Maan
0
Reputation points
commented 2024-06-07T07:54:58.92+00:00
Akshay Maan
0
Reputation points