Content
How to use a pickle file resulting from auto ml from azure studio in a c# .NET api?
Hello to all, I am currently working on a Machine Learning project, I have launched the auto ML of Microsoft Azure Studio on my data and I have downloaded the best model in a folder with the appropriate Pickle file. However I would like to use this…


How to import CSV file as a dataset for Azure machine learning
I need to import CSV files as a dataset for my Azure machine learning experiment but I will get an error in execution, kindly provide me with the correct steps. The aim of the experiment is to generate a demand forecast in MS D365 F&O based on the…


konuşmayı metne dönüştürme bölümüne ulaşamıyorum.
Azure 'yi ''konuşmayı metne çevirme'' özelliği için satın aldım. Ancak site içerirsinde bu işlemi yapamıyorum, daha doğrusu nereden yapıldığını bir türlü bulamıyorum yardımcı olursanız sevinirim


How to grant a system assigned managed identity an access to a workspace
I select "system assigned managed identity" in the "Managed identity" panel of my compute cluster. But when I go to the AML Workspace panel to gran READER acces to this managed Identity, I can not find it among the managed identity. I…


Machine Learning Studio deprecation plan
I understand Machine Learning studio will be on deprecation soon, I have already got a workspace of it and currently it works well. My questions is when the studio will be not useable anymore.


can I use prebuilt component in custom pipeline mode?
There is very less components compared to classical mode, how can I use prebuilt components in custom mode? Is that possible? How should I get it? Can I get some help here? Much appreciated.


Publishing AML Pipelines with SDK v2
Hi, is it possible (or will be in the future) using Python SDK v2 to create pipeline endpoint (or endpoint + deployment)? Im looking for a way to submit a job for a created pipeline with a REST request. For SDK v1 pipeline i was able to…


Azure MLv2 CLI extension not recognized in DevOps
Having some trouble with one of our DevOps pipelines. In the pipeline, we install the Azure MLv2 CLI extension and then use the extension to make a call to our AzureML workspace. The pipeline was working fine yesterday, but now results in an error saying…


Weird outputs in Azure Machine Learning with advanced entry script - ONLY in Azure ML Studio
Hi, I have recently redeployed a model and while its output is fine when I use - for example - Postman - the outputs of 'test' tab and 'consume' codes is very weird. It was not an issue couple of days ago - what might have…


Webservice Authentication Error for a deployed ML model through uri in a TimerTrigger function
Hello, I am trying to implement a TimerTrigger function for an Azure Webservice that uses a deployed ML model. The purpose of this function is to automate the process of making predictions each day. However, I am running into authentication errors when…


When deploying ML model to online endpoint are you charged for the time the endpoint is up or the time it is running?
If I deploy ML model to online endpoint say for 1 day but it is invoked only once and runs for 1min, then am I charged for the whole day or for the 1min?


Connecting to VSCode wiped my notebook, completely
I've been working on a project for some months on AML Studio. I recently wanted to utilize the VSCode integration, so I opened my workspace via the extension. I had my notebook open in the vscode version, and ran a couple of cells. I shut down the…


Machine Learning Workspace Load Balancer
Hi there, Is it possible to delete the Load Balancer that's installed as part of the Machine Learning workspace? Or to adjust the configuration so that it doesn't cost so much? I'm just using this ML workspace to study/practice concepts for the…


Permission issue while creating a ML pipeline job using Azure ML CLI v2
Hi I am using Azure ML CLI v2 to create a ML pipeline job for training the model. using following command : az ml job create --file ./mlops/azureml/train/train-pipeline.yml --resource-group myresource_group \ --workspace-name myworkspace --query name…


Which algorithm is better for recommendation system design
Hello, I am new to machine learning, I want to design a recommendation system by azure machine learning studio, I am not sure which model I should apply to achieve this, can I get some help or information here?


azure ml sdk/cli v2 - read multiple parquet in uri_folder in prepare_data.py script
I would like to know how to access a URIFOLDER in Azure ML CLI/SDK V2 in prepare_data.py script ie How do I loop through the URI_FOLDER and construct a full dataframe from multiple files? I have registered the below path as a URI_FOLDER dataset (name as…


Thank You to the Microsoft Q&A Community Champions
We would like to celebrate this month's Community Champions for their great contribution to the community on Microsoft Q&A! Microsoft Q&A Community Champions program recognizes external technology experts who contribute to the Microsoft Q&A…


Behavior of 'allow_reuse' in a published pipeline referencing a versioned dataset / Newer datasets are ignored by the pipeline?
Hello, I have built an Azure ML pipeline which will be called from a Data Factory pipeline at a specified interval. The ML pipeline contains PythonScriptSteps which take various datasets as an input. All datasets are registered and versioned in…


How to get prediction from ml rest api if it is an image classification model by keras for real time endpoint?
Background: Model is deployed to an endpoint and it's working. I am trying to get a prediction from the model by submitting an image. My understanding is Keras model takes images as an array. However, converting an image to array would return a large…


What should be the format for input-data while Testing the endpoints of deployed Prophet Time-series model in Azure-ML?
I have trained and deployed a FbProphet Time-series model using Mlflow in the Azure-ML . The model was properly registered and logged with all the required entities. I was able to deploy the model in Azure-ML and generate the endpoints. My training…