Merge pull request #283525 from MicrosoftDocs/f292093d-c20f-419d-9d76-2ed4c4df94c7_87

learn-build-service-prod[bot] · web-flow · commit 117a1bc3be83 · 2024-08-05T03:44:26.000Z
Merged by Learn.Build PR Management system
diff --git a/articles/machine-learning/azure-machine-learning-glossary.md b/articles/machine-learning/azure-machine-learning-glossary.md
@@ -2,7 +2,7 @@
 title: Azure Machine Learning glossary
 description: Glossary of terms for the Azure Machine Learning platform.
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.custom: build-2023
 ms.topic: overview
diff --git a/articles/machine-learning/concept-azure-machine-learning-v2.md b/articles/machine-learning/concept-azure-machine-learning-v2.md
@@ -3,7 +3,7 @@ title: 'How Azure Machine Learning works (v2)'
 titleSuffix: Azure Machine Learning
 description: This article gives you a high-level understanding of the resources and assets that make up Azure Machine Learning (v2).
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.custom: build-2023
 ms.topic: conceptual
diff --git a/articles/machine-learning/concept-v2.md b/articles/machine-learning/concept-v2.md
@@ -3,7 +3,7 @@ title: 'Azure Machine Learning CLI & SDK v2'
 titleSuffix: Azure Machine Learning
 description: This article explains the difference between the v1 and v2 versions of Azure Machine Learning.
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: conceptual
 ms.author: sgilley
diff --git a/articles/machine-learning/concept-workspace.md b/articles/machine-learning/concept-workspace.md
@@ -3,7 +3,7 @@ title: 'What is a workspace?'
 titleSuffix: Azure Machine Learning
 description: The workspace is the top-level resource for Azure Machine Learning. It keeps a history of all training runs, with logs, metrics, output, and a snapshot of your scripts.
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.custom: build-2023
 ms.topic: conceptual
diff --git a/articles/machine-learning/how-to-launch-vs-code-remote.md b/articles/machine-learning/how-to-launch-vs-code-remote.md
@@ -3,7 +3,7 @@ title: 'Launch Visual Studio Code integrated with Azure Machine Learning (previe
 titleSuffix: Azure Machine Learning
 description: Connect to an Azure Machine Learning compute instance in Visual Studio Code to run interactive Jupyter Notebook and remote development workloads.
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.custom: build-2023
 ms.topic: how-to
diff --git a/articles/machine-learning/how-to-manage-files.md b/articles/machine-learning/how-to-manage-files.md
@@ -6,7 +6,7 @@ services: machine-learning
 author: sdgilley
 ms.author: sgilley
 ms.reviewer: kritifaujdar
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: how-to
 ms.date: 03/25/2024
diff --git a/articles/machine-learning/how-to-migrate-from-v1.md b/articles/machine-learning/how-to-migrate-from-v1.md
@@ -3,7 +3,7 @@ title: 'Upgrade from v1 to v2'
 titleSuffix: Azure Machine Learning
 description: Upgrade from v1 to v2 of Azure Machine Learning REST APIs, CLI extension, and Python SDK.
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: how-to
 author: sdgilley
diff --git a/articles/machine-learning/how-to-r-deploy-r-model.md b/articles/machine-learning/how-to-r-deploy-r-model.md
@@ -2,7 +2,7 @@
 title: Deploy a registered R model to an online (real time) endpoint
 titleSuffix: Azure Machine Learning
 description: 'Learn how to deploy your R model to an online (real-time) managed endpoint'
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.date: 01/12/2023
 ms.topic: how-to
diff --git a/articles/machine-learning/how-to-r-interactive-development.md b/articles/machine-learning/how-to-r-interactive-development.md
@@ -2,7 +2,7 @@
 title: Use R interactively on Azure Machine Learning
 titleSuffix: Azure Machine Learning
 description: 'Learn how to work with R interactively on Azure Machine Learning'
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.date: 06/01/2023
 ms.topic: how-to
diff --git a/articles/machine-learning/how-to-r-modify-script-for-production.md b/articles/machine-learning/how-to-r-modify-script-for-production.md
@@ -2,7 +2,7 @@
 title: Adapt your R script to run in production
 titleSuffix: Azure Machine Learning
 description: 'Learn how to modify your existing R scripts to run in production on Azure Machine Learning'
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.date: 01/11/2023
 ms.topic: how-to
diff --git a/articles/machine-learning/how-to-r-overview-r-capabilities.md b/articles/machine-learning/how-to-r-overview-r-capabilities.md
@@ -2,7 +2,7 @@
 title: Bring R workloads into Azure Machine Learning
 titleSuffix: Azure Machine Learning
 description: 'Learn how to bring your R workloads into Azure Machine Learning'
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.date: 01/12/2023
 ms.topic: conceptual
diff --git a/articles/machine-learning/how-to-r-train-model.md b/articles/machine-learning/how-to-r-train-model.md
@@ -2,7 +2,7 @@
 title: Train R models
 titleSuffix: Azure Machine Learning
 description: 'Learn how to train your machine learning model with R for use in Azure Machine Learning.'
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.date: 03/22/2024
 ms.topic: how-to
diff --git a/articles/machine-learning/how-to-run-jupyter-notebooks.md b/articles/machine-learning/how-to-run-jupyter-notebooks.md
@@ -6,7 +6,7 @@ services: machine-learning
 author: sdgilley
 ms.author: sgilley
 ms.reviewer: sgilley
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.custom: devx-track-python
 ms.topic: how-to
diff --git a/articles/machine-learning/how-to-search-assets.md b/articles/machine-learning/how-to-search-assets.md
@@ -3,7 +3,7 @@ title: Search for assets
 titleSuffix: Azure Machine Learning
 description: Find your Azure Machine Learning assets with search
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.author: sgilley
 author: sdgilley
diff --git a/articles/machine-learning/how-to-troubleshoot-validation-for-schema-failed-error.md b/articles/machine-learning/how-to-troubleshoot-validation-for-schema-failed-error.md
@@ -3,7 +3,7 @@ title: Troubleshoot Validation For Schema Failed Error
 titleSuffix: Azure Machine Learning
 description: Troubleshooting steps when you get the "Validation for schema failed" error message in Azure Machine Learning v2 CLI 
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 author: sdgilley
 ms.author: sgilley
diff --git a/articles/machine-learning/how-to-use-serverless-compute.md b/articles/machine-learning/how-to-use-serverless-compute.md
@@ -3,7 +3,7 @@ title: Model training on serverless compute
 titleSuffix: Azure Machine Learning
 description: You no longer need to create your own compute cluster to train your model in a scalable way.  You can now use a compute cluster that Azure Machine Learning has made available for you.
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.custom:
   - build-2023
diff --git a/articles/machine-learning/how-to-work-in-vs-code-remote.md b/articles/machine-learning/how-to-work-in-vs-code-remote.md
@@ -3,7 +3,7 @@ title: 'Work in VS Code remotely connected to a compute instance (preview)'
 titleSuffix: Azure Machine Learning
 description: Details for working with Jupyter notebooks and services from a VS Code remote connection to an Azure Machine Learning compute instance.
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.custom: build-2023
 ms.topic: how-to
diff --git a/articles/machine-learning/index.yml b/articles/machine-learning/index.yml
@@ -6,7 +6,7 @@ summary: Learn how to train and deploy models and manage the ML lifecycle (MLOps
 metadata:
   title: Azure Machine Learning documentation
   description: Learn how to train and deploy models and manage the ML lifecycle (MLOps) with Azure Machine Learning. Tutorials, code examples, API references, and more.
-  ms.service: machine-learning
+  ms.service: azure-machine-learning
   ms.subservice: core
   ms.topic: landing-page
   ms.author: sgilley
diff --git a/articles/machine-learning/migrate-to-v2-assets-model.md b/articles/machine-learning/migrate-to-v2-assets-model.md
@@ -3,7 +3,7 @@ title:  Upgrade model management to SDK v2
 titleSuffix: Azure Machine Learning
 description: Upgrade model management from v1 to v2 of Azure Machine Learning SDK
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: reference
 author: sdgilley
diff --git a/articles/machine-learning/migrate-to-v2-command-job.md b/articles/machine-learning/migrate-to-v2-command-job.md
@@ -3,7 +3,7 @@ title: 'Upgrade script run to SDK v2'
 titleSuffix: Azure Machine Learning
 description: Upgrade how to run a script from SDK v1 to SDK v2
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: reference
 author: sdgilley
diff --git a/articles/machine-learning/migrate-to-v2-deploy-endpoints.md b/articles/machine-learning/migrate-to-v2-deploy-endpoints.md
@@ -3,7 +3,7 @@ title: Upgrade deployment endpoints to SDK v2
 titleSuffix: Azure Machine Learning
 description: Upgrade deployment endpoints from v1 to v2 of Azure Machine Learning SDK
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: reference
 author: sdgilley
diff --git a/articles/machine-learning/migrate-to-v2-deploy-pipelines.md b/articles/machine-learning/migrate-to-v2-deploy-pipelines.md
@@ -3,7 +3,7 @@ title: Upgrade pipeline endpoints to SDK v2
 titleSuffix: Azure Machine Learning
 description: Upgrade pipeline endpoints from v1 to v2 of Azure Machine Learning SDK.
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: reference
 author: sdgilley
diff --git a/articles/machine-learning/migrate-to-v2-execution-automl.md b/articles/machine-learning/migrate-to-v2-execution-automl.md
@@ -3,7 +3,7 @@ title: Upgrade AutoML to SDK v2
 titleSuffix: Azure Machine Learning
 description: Upgrade AutoML from v1 to v2 of Azure Machine Learning SDK
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: reference
 author: sdgilley
diff --git a/articles/machine-learning/migrate-to-v2-execution-hyperdrive.md b/articles/machine-learning/migrate-to-v2-execution-hyperdrive.md
@@ -3,7 +3,7 @@ title: Upgrade hyperparameter tuning to SDK v2
 titleSuffix: Azure Machine Learning
 description: Upgrade hyperparameter tuning from v1 to v2 of Azure Machine Learning SDK
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: reference
 author: sdgilley
diff --git a/articles/machine-learning/migrate-to-v2-execution-parallel-run-step.md b/articles/machine-learning/migrate-to-v2-execution-parallel-run-step.md
@@ -3,7 +3,7 @@ title: Upgrade parallel run step to SDK v2
 titleSuffix: Azure Machine Learning
 description: Upgrade parallel run step from v1 to v2 of Azure Machine Learning SDK
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: reference
 author: sdgilley
diff --git a/articles/machine-learning/migrate-to-v2-execution-pipeline.md b/articles/machine-learning/migrate-to-v2-execution-pipeline.md
@@ -3,7 +3,7 @@ title: Upgrade pipelines to SDK v2
 titleSuffix: Azure Machine Learning
 description: Upgrade pipelines from v1 to v2 of Azure Machine Learning SDK
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: reference
 author: sdgilley
diff --git a/articles/machine-learning/migrate-to-v2-local-runs.md b/articles/machine-learning/migrate-to-v2-local-runs.md
@@ -3,7 +3,7 @@ title: Upgrade local runs to SDK v2
 titleSuffix: Azure Machine Learning
 description: Upgrade local runs from v1 to v2 of Azure Machine Learning SDK
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: reference
 ms.author: sgilley
diff --git a/articles/machine-learning/migrate-to-v2-resource-datastore.md b/articles/machine-learning/migrate-to-v2-resource-datastore.md
@@ -3,7 +3,7 @@ title: Upgrade datastore management to SDK v2
 titleSuffix: Azure Machine Learning
 description: Upgrade datastore management from v1 to v2 of Azure Machine Learning SDK
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: reference
 author: sdgilley
diff --git a/articles/machine-learning/migrate-to-v2-resource-workspace.md b/articles/machine-learning/migrate-to-v2-resource-workspace.md
@@ -3,7 +3,7 @@ title: Upgrade workspace management to SDK v2
 titleSuffix: Azure Machine Learning
 description: Upgrade workspace management from v1 to v2 of Azure Machine Learning SDK
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: reference
 author: sdgilley
diff --git a/articles/machine-learning/overview-what-is-azure-machine-learning.md b/articles/machine-learning/overview-what-is-azure-machine-learning.md
@@ -2,7 +2,7 @@
 title: What is Azure Machine Learning?
 description: 'Azure Machine Learning is a cloud service for accelerating and managing the machine learning project lifecycle: Train and deploy models, and manage MLOps.'
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: overview
 author: sdgilley
diff --git a/articles/machine-learning/quickstart-create-resources.md b/articles/machine-learning/quickstart-create-resources.md
@@ -3,7 +3,7 @@ title: "Tutorial: Create workspace resources"
 titleSuffix: Azure Machine Learning
 description: Create an Azure Machine Learning workspace and cloud resources that can be used to train machine learning models.
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: tutorial
 author: sdgilley
diff --git a/articles/machine-learning/samples-notebooks.md b/articles/machine-learning/samples-notebooks.md
@@ -3,7 +3,7 @@ title: Example Jupyter Notebooks (v2)
 titleSuffix: Azure Machine Learning
 description: Learn how to find and use the Jupyter Notebooks designed to help you explore the SDK (v2) and serve as models for your own machine learning projects.
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: sample
 author: sdgilley
diff --git a/articles/machine-learning/tutorial-azure-ml-in-a-day.md b/articles/machine-learning/tutorial-azure-ml-in-a-day.md
@@ -3,7 +3,7 @@ title: "Quickstart: Get started with Azure Machine Learning"
 titleSuffix: Azure Machine Learning
 description: Use Azure Machine Learning to train and deploy a model in a cloud-based Python Jupyter Notebook.
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: quickstart
 author: sdgilley
diff --git a/articles/machine-learning/tutorial-cloud-workstation.md b/articles/machine-learning/tutorial-cloud-workstation.md
@@ -3,7 +3,7 @@ title: "Tutorial: Model development on a cloud workstation"
 titleSuffix: Azure Machine Learning
 description: Learn how to get started prototyping and developing machine learning models on an Azure Machine Learning cloud workstation. 
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.custom: devx-track-python
 ms.topic: tutorial
diff --git a/articles/machine-learning/v1/concept-azure-machine-learning-architecture.md b/articles/machine-learning/v1/concept-azure-machine-learning-architecture.md
@@ -3,7 +3,7 @@ title: 'Architecture & key concepts (v1)'
 titleSuffix: Azure Machine Learning
 description: This article gives you a high-level understanding of the architecture, terms, and concepts that make up Azure Machine Learning.
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: conceptual
 ms.author: sgilley
diff --git a/articles/machine-learning/v1/how-to-log-view-metrics.md b/articles/machine-learning/v1/how-to-log-view-metrics.md
@@ -6,7 +6,7 @@ services: machine-learning
 author: sdgilley
 ms.author: sgilley
 ms.reviewer: shwinne
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.custom: UpdateFrequency5, devx-track-python
 ms.date: 10/26/2022
diff --git a/articles/machine-learning/v1/how-to-manage-workspace.md b/articles/machine-learning/v1/how-to-manage-workspace.md
@@ -3,7 +3,7 @@ title: Manage workspaces in portal or Python SDK (v1)
 titleSuffix: Azure Machine Learning
 description: Learn how to manage Azure Machine Learning workspaces in the Azure portal or with the SDK for Python (v1).
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.author: sgilley
 author: sdgilley
diff --git a/articles/machine-learning/v1/how-to-train-distributed-gpu.md b/articles/machine-learning/v1/how-to-train-distributed-gpu.md
@@ -5,7 +5,7 @@ description: Learn the best practices for performing distributed training with A
 author: sdgilley
 ms.author: sgilley
 ms.reviewer: ratanase
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: conceptual
 ms.date: 10/21/2021
diff --git a/articles/machine-learning/v1/how-to-train-model.md b/articles/machine-learning/v1/how-to-train-model.md
@@ -6,7 +6,7 @@ services: machine-learning
 ms.author: sgilley
 author: sdgilley
 ms.reviewer: vijetaj
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.date: 10/21/2021
 ms.topic: how-to
diff --git a/articles/machine-learning/v1/samples-notebooks.md b/articles/machine-learning/v1/samples-notebooks.md
@@ -3,7 +3,7 @@ title: Example Jupyter Notebooks (v1)
 titleSuffix: Azure Machine Learning
 description: Learn how to find and use the Juypter Notebooks designed to help you explore the SDK (v1) and serve as models for your own machine learning projects.
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: sample
 
diff --git a/articles/machine-learning/v1/tutorial-1st-experiment-hello-world.md b/articles/machine-learning/v1/tutorial-1st-experiment-hello-world.md
@@ -3,7 +3,7 @@ title: 'Tutorial: Get started with a Python script (v1)'
 titleSuffix: Azure Machine Learning
 description: Get started with your first Python script in Azure Machine Learning, with SDK v1. This is part 1 of a two-part getting-started series.
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: tutorial
 author: sdgilley
diff --git a/articles/machine-learning/v1/tutorial-train-deploy-notebook.md b/articles/machine-learning/v1/tutorial-train-deploy-notebook.md
@@ -3,7 +3,7 @@ title: "Tutorial: Train and deploy an example in Jupyter Notebook"
 titleSuffix: Azure Machine Learning
 description: Use Azure Machine Learning to train and deploy an image classification model with scikit-learn in a cloud-based Python Jupyter Notebook.
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: core
 ms.topic: tutorial
 author: sdgilley
