Register and work with models - Azure Machine Learning
Jan 7, 2025 · Learn how to use the Azure Machine Learning CLI or Python SDK to create and work with different registered model types and locations.
How to use Azure ML registries to share models, components, and ...
Nov 14, 2022 · Everyone using Azure ML now has access to certain models, components, and environments that Microsoft ships in the “azureml” public registry. For example, we can now use …
azure-ai-docs/articles/machine-learning/how-to-manage-models
The following code snippets cover how to register a model as an asset in Azure Machine Learning by using the Azure CLI or Python SDK. These snippets use custom and mlflow model types.
Model management, Deployment, Lineage and Monitoring with Azure …
Model registration allows you to store and version your models in the Azure cloud, in your workspace. The model registry makes it easy to organize and keep track of your trained models.
Create and manage registries - Azure Machine Learning
Learn how create Azure Machine Learning registries with the CLI, REST API, Azure portal, and Azure Machine Learning studio.
How to reference all models in a registry folder in deployment.yml for ...
May 16, 2025 · Azure ML doesn’t support folder-level wildcards in deployment.yml, but you can zip all models into one custom_model, register it once, and reference it as a single unit letting your scoring …
Managing Model Registry using Model Catalogs (for Large ... - Medium
Jul 11, 2024 · I did document a model marketplace blog which gives us an end to end process of how to select a model and push the model into a model garden to be consumed by an application (see below).
Machine Learning registries - Azure Machine Learning | Microsoft Learn
Jun 12, 2025 · Learn about Azure Machine Learning registries and their role in scaling MLOps across different environments.
Create a model | Model Registry API | REST API reference | Azure …
Creates a new registered model with the name specified in the request body. Throws RESOURCE_ALREADY_EXISTS if a registered model with the given name exists.
GitHub Action for Registering a Machine Learning Model in Azure
This repository contains a GitHub Action for registering Machine Learning Models with Azure Machine Learning model registry for use in deployment and testing. This action is designed to register models …