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Remove ms.subservice = mlops paired with ms.service = machine-learning. Replaced by ms.subservice = mlops paired with ms.service = azure-machine-learning
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articles/machine-learning/concept-ml-pipelines.md

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@@ -3,7 +3,7 @@ title: 'What are machine learning pipelines?'
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titleSuffix: Azure Machine Learning
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description: Learn how machine learning pipelines help you build, optimize, and manage machine learning workflows.
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services: machine-learning
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ms.service: machine-learning
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ms.service: azure-machine-learning
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ms.subservice: mlops
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ms.topic: conceptual
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ms.author: lagayhar

articles/machine-learning/how-to-create-component-pipeline-python.md

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title: 'Create and run machine learning pipelines using components with the Azure Machine Learning SDK v2'
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titleSuffix: Azure Machine Learning
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description: Build a machine learning pipeline for image classification. Focus on machine learning instead of infrastructure and automation.
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ms.service: machine-learning
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ms.service: azure-machine-learning
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ms.subservice: mlops
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ms.topic: how-to
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author: lgayhardt

articles/machine-learning/how-to-schedule-pipeline-job.md

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@@ -3,7 +3,7 @@ title: Schedule Azure Machine Learning pipeline jobs
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titleSuffix: Azure Machine Learning
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description: Learn how to schedule pipeline jobs that allow you to automate routine, time-consuming tasks such as data processing, training, and monitoring.
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services: machine-learning
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ms.service: machine-learning
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ms.service: azure-machine-learning
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ms.subservice: mlops
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ms.author: lagayhar
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author: lgayhardt

articles/machine-learning/how-to-use-parallel-job-in-pipeline.md

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@@ -3,7 +3,7 @@ title: How to use parallel job in pipeline
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titleSuffix: Azure Machine Learning
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description: How to use parallel job in Azure Machine Learning pipeline using CLI v2 and Python SDK
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services: machine-learning
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ms.service: machine-learning
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ms.service: azure-machine-learning
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ms.subservice: mlops
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ms.topic: how-to
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author: lgayhardt

articles/machine-learning/how-to-use-pipeline-component.md

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@@ -3,7 +3,7 @@ title: How to use pipeline component in pipeline
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titleSuffix: Azure Machine Learning
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description: How to use pipeline component to build nested pipeline job in Azure Machine Learning pipeline using CLI v2 and Python SDK
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services: machine-learning
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ms.service: machine-learning
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ms.service: azure-machine-learning
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ms.topic: how-to
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articles/machine-learning/how-to-use-sweep-in-pipeline.md

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@@ -3,7 +3,7 @@ title: How to do hyperparameter sweep in pipeline
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titleSuffix: Azure Machine Learning
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description: How to use sweep to do hyperparameter tuning in Azure Machine Learning pipeline using CLI v2 and Python SDK
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services: machine-learning
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ms.service: machine-learning
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ms.service: azure-machine-learning
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ms.subservice: mlops
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ms.topic: how-to
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author: lgayhardt

articles/machine-learning/v1/how-to-create-machine-learning-pipelines.md

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@@ -3,7 +3,7 @@ title: Create and run ML pipelines
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titleSuffix: Azure Machine Learning
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description: Create and run machine learning pipelines to create and manage the workflows that stitch together machine learning (ML) phases.
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services: machine-learning
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ms.service: machine-learning
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ms.service: azure-machine-learning
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ms.subservice: mlops
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ms.reviewer: None
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author: lgayhardt

articles/machine-learning/v1/how-to-debug-parallel-run-step.md

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@@ -3,7 +3,7 @@ title: Troubleshooting the ParallelRunStep
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titleSuffix: Azure Machine Learning
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description: Tips for how to troubleshoot when you get errors using the ParallelRunStep in machine learning pipelines.
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services: machine-learning
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ms.service: machine-learning
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ms.service: azure-machine-learning
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ms.subservice: mlops
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ms.topic: troubleshooting
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ms.custom: UpdateFrequency5, troubleshooting, sdkv1, devx-track-python

articles/machine-learning/v1/how-to-deploy-pipelines.md

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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
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ms.service: machine-learning
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ms.service: azure-machine-learning
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ms.subservice: mlops
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author: lgayhardt
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ms.author: lagayhar

articles/machine-learning/v1/how-to-retrain-designer.md

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@@ -3,7 +3,7 @@ title: Use pipeline parameters to retrain models in the designer
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titleSuffix: Azure Machine Learning
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description: Retrain models with published pipelines and pipeline parameters in Azure Machine Learning designer.
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services: machine-learning
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ms.service: machine-learning
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ms.service: azure-machine-learning
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ms.subservice: mlops
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ms.author: lagayhar
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author: lgayhardt

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