I tried to remove the ml extension in azure cloud shell and the CLI showed the following error: "Cannot remove system extension ml in Cloud Shell."
Hello guys, I wanted to change the version of the ml extension from 2.26.0 to 2.25.0. For this purpose, I tried to remove the ml extension in azure cloud shell. I used the command: az extension remove -n ml. And I got the following error: "Cannot…
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…
How to fix Failed to validate user configuration and data.\n 1. Y is empty in azure ml studio
I am training a automated ml model and I get data from data asset. Till yesterday it was working and now I am getting this following error while I run the job "error": { "code": "UserError", "message": "Failed…
Facing issues while deploying ML endpoint
Hello, While deploying an ML model as endpoint in AML Studio I am getting this error, which I am not able to reoslve, can someone please help: I have the artifacts in trainingModel folder under artifacts: score.py: import os import logging import…
Azure Automated Machine Learning training data - how to group rows together?
Hi, I have a set of training data in CSV format, with an integer column called RaceID. The RaceID column is used to group rows together. So all rows in a given group will have the same RaceID number. Is there a way to tell Azure Automated Machine…
HttpResponseError: Operation returned an invalid status 'Forbidden' when creating search index using Azure AI SearchIndexClient()
I've followed a post(link below) in which the same issue was faced while creating a search index. https://learn.microsoft.com/en-us/answers/questions/1640592/error-when-creating-azure-ai-search-index-with-rol index = SearchIndex(name=index_name,…
How to deploy prompt flows created in Azure AI Studio using a compute cluster(or a single compute instance)?
I want to call my prompt flows as endpoints and using Azure AI studio, this would require each flow to have its own compute instance in order to deployed as a real time endpoint. This would incur a lot of cost. In the linked post below, I've found that…
How to load 2 models for ML online inference
Hello, I have 2 pre-trained models I would like to deploy for inference using only one Azure ML managed online endpoint. One model would generate an input for the other model. The examples available on the learning platform and on GitHub all reference…
Machine learning with synapse
Hello team, for my project purpose, I want to connect my azure machine learning to synapse. But there seems some issue happening when I tried to do so. Can I know any limitation or access requirement for this process? To be straightforward, is this a…
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:…
How to forecast 12-month demand for medicines using Azure AutoML time-series?
I need to predict the monthly demand for medicines for the next 12 months. I have historical data from 2018 to 2023 for each medicine, including a unique drug identifier (Scode) and the date of consumption. Using this data, I aim to forecast the demand…
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…
Azure classic ML model
Hello, I like the classic azure ML studio and would like to know if I can use it now. I know there is an upgrade version of ML space but it’s really too much for me. Any other tool I am interested in with simple UI and easy to use. Thanks
CROSS VALIDATION WITH HYPER PARAMETER TUNING IN AZURE ML NOTEBOOK USING PYTHON SDK
is there any way to use cross validation in azure notebook using python sdk, while using hyperdrive config for hyper parameter tuning?
How to make a registered pipeline can be executed when a model update on AzureML is triggered.
Hello, I am currently exploring how to update a model and how this update can trigger a registered pipeline to execute as a result of this model update. But I don't know how to implement, any idea for doing this?
For convenience of moving from OpenAI to azure OpenAI
Can you share insight about what is the main difference between the OpenAI and azure OpenAI especially turbo models? Any information is welcome.
How to increase the timeout of the Job created to build a custom Dockerfile environment
When creating a Custom environment using a Dockerfile, a Job is created to build the environment. This job is created with a timeout of 1.5 hours and the build takes more than that. How can the timeout of this Job be changed?
AI Fundamentals, unable to create resource group
Hi team, I am trying to create azure ML workspace. first intial steps are related to creating a resource group. However, due to lack of privileges, I am unable to create one from my ID. Can anyone guide me to know who can assign right set of privileges…
AML RAI, dropping a variable from the training
RAI, rai_constructor_componenet Excluding a variable [e.g. "gender"] from the model training but keeping it in the dataset and the list of categorical features results in an abort: "raiutils.exceptions.UserConfigValidationException: The…
Environment logs not available
Azure ML environments are built by jobs running in the prepare_image experiment. In those jobs build logs are available. However, when browsing environment assets/registry, there is no information about the job ID that created the environment. This means…