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articles/machine-learning/v1/how-to-deploy-pipelines.md
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---
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-title: Publish ML pipelines
+title: Publish ML Pipelines
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titleSuffix: Azure Machine Learning
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description: Run machine learning workflows with machine learning pipelines and the Azure Machine Learning SDK for Python.
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services: machine-learning
@@ -8,7 +8,7 @@ ms.subservice: mlops
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author: lgayhardt
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ms.author: lagayhar
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ms.reviewer: zhanxia
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-ms.date: 10/21/2021
+ms.date: 06/18/2025
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ms.topic: how-to
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ms.custom: UpdateFrequency5, sdkv1, devx-track-python
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