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articles/machine-learning/concept-model-management-and-deployment.md

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title: Machine learning model management
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title: MLOps machine learning model management
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titleSuffix: Azure Machine Learning
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description: Learn how to deploy, manage, track lineage, and monitor your models by using machine learning operations (MLOps) with Azure Machine Learning.
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services: machine-learning
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ms.date: 09/19/2024
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---
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# Model management, deployment, and monitoring with Azure Machine Learning
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# MLOps model management with Azure Machine Learning
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[!INCLUDE [dev v2](includes/machine-learning-dev-v2.md)]
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