{"repo":"Azure/mlops-v2","free":true,"listed":false,"github":"https://github.com/Azure/mlops-v2","clone":"git clone https://github.com/Azure/mlops-v2.git","description":"Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.","language":"Shell","stars":652,"topics":["azure","azuremachinelearning","azureml","deep-learning","devops","machine-learning","microsoft","mlops","mlops-workflow","mlops-environment"],"license":"MIT","category":"machine-learning","readme_excerpt":"Azure MLOps (v2) Solution Accelerator Welcome to the MLOps (v2) solution accelerator repository! This project is intended to serve as the starting point for MLOps implementation in Azure. MLOps is a set of repeatable, automated, and collaborative workflows with best practices that empower teams of ML professionals to quickly and easily get their machine learning models deployed into production. You can learn more about MLOps here: - MLOps with Azure Machine Learning - Cloud Adoption Framework Guidance - How: Machine Learning Operations Project overview The solution accelerator provides a modular end-to-end approach for MLOps in Azure based on pattern architectures. As each organization is unique, solutions will often need to be customized to fit the organization's needs. The solution accelerator goals are: - Simplicity - Modularity - Repeatability & Security - Collaboration - Enterprise readiness It accomplishes these goals with a template-based approach for end-to-end data science, driving operational efficiency at each stage. You should be able to get up and running with the solution accelerator in a few hours. Prerequisites 1. An Azure subscription. If you don't have an Azure subscription, create a free account before you begin. Important - If you use either a Free/Trial, or similar learning purpose subscriptions like Visual Studio Premium with MSDN, some provisioning tasks might not run as expected due to limitations imposed on 'Usage + quotas' on your subscription. To he","default_branch":null,"files":null,"tree":[],"storefront":"/r/Azure","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Azure/mlops-v2/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}