Previously microsoft suggested us to learn Azure ML Pipeline (using SDK V1) & then use it for our model creation. Link for the training is https://learn.microsoft.com/en-us/training/paths/build-ai-solutions-with-azure-ml-service/. The process that we followed: Azure Data Factory generates a new...

My requirement is to download the latest version of a registered model and also to extract the latest version number using Azure CLI. I am using 'az ml model download'. The available options in my terminal are totally different than the options shown in the training links from microsoft. Options ava...

As DevOps doesn't have any direct option to deploy a model into Managed End Point, so we are trying to use CLI commands to deploy the model. We have our models registered into workspace through Azure ML Pipeline. We are looking for an example, which will allow us to deploy the registered model (with...

Currently we have deployed our models into Azure Kubernetes Services through DevOps & now we are looking to deploy our models into managed end point through DevOps instead of AKS. But DevOps has only two options available for deployment & those are 'Azure Container Instance' & 'Azure Kub...

Hi Im using the forecasting-pipelines sample, to build a training and inference pipeline. The training pipeline is running without error (I am using some public sales data) but the inferene pipeline is giving me this error: /azureml-envs/azureml_d1809f029ef68d0db142d99e1cd4a92c/lib/python3.7/site-pa...

I have modified the demand forecasting template for my use case. I'm unable to load my model in score script. The model I'm using is a CatBoost model which has its owns load_module() method. I've tried the following approaches which are failing - Approach 1: Loading the model registered in the work...

I'm working through a Python exercise using Azure Machine Learning notebooks. I'm unable to import torch even after !pip install torch directly in the notebook. Notebook says Requirement already satisfied, then errors out with: !pip install torch import torch data = torch.tensor(encode(text), dtyp...

Hi, I'm trying to use the Docker image produced using the Model.package() instruction as a Linux iotedge module on our IoT solution. We encountered several issues when using this image: in an industrial scenario, where not all ports are open and with firewalls and proxies, the module tries to conne...

Missing documentation for "overwrite" from the method signature: upload_directory(src_dir, target, pattern=None, overwrite=False, show_progress=True) E.g. a brief explanation of what overwrite=True does. Document Details ⚠ Do not edit this section. It is required for learn.microsoft.com ➟ GitHub is...

Hi, I have defined a pipeline through YAML ($schema: https://azuremlschemas.azureedge.net/latest/pipelineJob.schema.json) and I am using the CLI to run and schedule the pipeline job in Azure Machine Learning studio. With consecutive runs, the pipeline does not rerun as the YAML definition and the in...