Merge pull request #283519 from MicrosoftDocs/5297d086-26f5-4613-880d-6d36325822d7_50

learn-build-service-prod[bot] · web-flow · commit b7b40f0145be · 2024-08-04T03:01:23.000Z
Merged by Learn.Build PR Management system
diff --git a/articles/machine-learning/v1/how-to-authenticate-web-service.md b/articles/machine-learning/v1/how-to-authenticate-web-service.md
@@ -6,7 +6,7 @@ services: machine-learning
 author: Blackmist
 ms.author: larryfr
 ms.reviewer: sehan
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: inferencing
 ms.date: 11/16/2022
 ms.topic: how-to
diff --git a/articles/machine-learning/v1/how-to-consume-web-service.md b/articles/machine-learning/v1/how-to-consume-web-service.md
@@ -3,7 +3,7 @@ title: Create client for model deployed as web service
 titleSuffix: Azure Machine Learning
 description: Learn how to call a web service endpoint that was generated when a model was deployed from Azure Machine Learning.
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: inferencing
 ms.author: larryfr
 author: Blackmist
diff --git a/articles/machine-learning/v1/how-to-deploy-and-where.md b/articles/machine-learning/v1/how-to-deploy-and-where.md
@@ -3,7 +3,7 @@ title: Deploy machine learning models
 titleSuffix: Azure Machine Learning
 description: 'Learn how and where to deploy machine learning models. Deploy to Azure Container Instances, Azure Kubernetes Service, and FPGA.'
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: inferencing
 ms.reviewer: None
 author: Blackmist
diff --git a/articles/machine-learning/v1/how-to-deploy-azure-container-instance.md b/articles/machine-learning/v1/how-to-deploy-azure-container-instance.md
@@ -3,7 +3,7 @@ title: How to deploy models to Azure Container Instances with CLI (v1)
 titleSuffix: Azure Machine Learning
 description: 'Use CLI (v1) to deploy your Azure Machine Learning models as a web service using Azure Container Instances.'
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: inferencing
 ms.topic: how-to
 ms.custom: UpdateFrequency5, deploy, cliv1, sdkv1
diff --git a/articles/machine-learning/v1/how-to-deploy-azure-kubernetes-service.md b/articles/machine-learning/v1/how-to-deploy-azure-kubernetes-service.md
@@ -3,7 +3,7 @@ title: Deploy ML models to Azure Kubernetes Service with CLI and SDK v1
 titleSuffix: Azure Machine Learning
 description: 'Use CLI (v1) and SDK (v1) to deploy your Azure Machine Learning models as a web service using Azure Kubernetes Service.'
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: inferencing
 ms.topic: how-to
 ms.custom: UpdateFrequency5, deploy, cliv1, sdkv1
diff --git a/articles/machine-learning/v1/how-to-deploy-inferencing-gpus.md b/articles/machine-learning/v1/how-to-deploy-inferencing-gpus.md
@@ -3,7 +3,7 @@ title: Deploy a model for inference with GPU
 titleSuffix: Azure Machine Learning
 description: This article teaches you how to use Azure Machine Learning to deploy a GPU-enabled Tensorflow deep learning model as a web service.service and score inference requests.
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: inferencing
 ms.author: larryfr
 author: Blackmist
diff --git a/articles/machine-learning/v1/how-to-deploy-package-models.md b/articles/machine-learning/v1/how-to-deploy-package-models.md
@@ -3,7 +3,7 @@ title: Package models
 titleSuffix: Azure Machine Learning
 description: 'Package a model. Models can be packaged as either a docker image, which you can then download, or you can create a Dockerfile and use it to build the image.'
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: inferencing
 ms.date: 10/21/2021
 ms.topic: how-to
diff --git a/articles/machine-learning/v1/how-to-deploy-profile-model.md b/articles/machine-learning/v1/how-to-deploy-profile-model.md
@@ -3,7 +3,7 @@ title: Profile model memory and CPU usage (v1)
 titleSuffix: Azure Machine Learning
 description: Use CLI (v1) or SDK (v1) to profile your model before deployment. Profiling determines the memory and CPU usage of your model.
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: inferencing
 ms.date: 11/04/2022
 ms.topic: how-to
diff --git a/articles/machine-learning/v1/how-to-deploy-update-web-service.md b/articles/machine-learning/v1/how-to-deploy-update-web-service.md
@@ -3,7 +3,7 @@
 title: Update deployed web services
 titleSuffix: Azure Machine Learning
 description: Learn how to refresh a web service that is already deployed in Azure Machine Learning. You can update settings such as model, environment, and entry script.
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: inferencing
 ms.topic: how-to
 ms.author: larryfr
diff --git a/articles/machine-learning/v1/how-to-extend-prebuilt-docker-image-inference.md b/articles/machine-learning/v1/how-to-extend-prebuilt-docker-image-inference.md
@@ -3,7 +3,7 @@ title: Extend prebuilt Docker image
 titleSuffix: Azure Machine Learning
 description: 'Extend Prebuilt docker images in Azure Machine Learning'
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: inferencing
 ms.author: larryfr
 author: Blackmist
diff --git a/articles/machine-learning/v1/how-to-prebuilt-docker-images-inference-python-extensibility.md b/articles/machine-learning/v1/how-to-prebuilt-docker-images-inference-python-extensibility.md
@@ -3,7 +3,7 @@ title: Prebuilt Docker image Python extensibility
 titleSuffix: Azure Machine Learning
 description: 'Extend prebuilt docker images with Python package extensibility solution.'
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: inferencing
 ms.author: larryfr
 author: Blackmist
diff --git a/articles/machine-learning/v1/how-to-troubleshoot-deployment.md b/articles/machine-learning/v1/how-to-troubleshoot-deployment.md
@@ -3,7 +3,7 @@ title: Troubleshooting remote model deployment
 titleSuffix: Azure Machine Learning
 description: Learn how to work around, solve, and troubleshoot some common Docker deployment errors with Azure Kubernetes Service and Azure Container Instances.
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: inferencing
 ms.date: 11/16/2022
 author: Blackmist
diff --git a/articles/machine-learning/v1/how-to-troubleshoot-prebuilt-docker-image-inference.md b/articles/machine-learning/v1/how-to-troubleshoot-prebuilt-docker-image-inference.md
@@ -3,7 +3,7 @@ title: Troubleshoot prebuilt docker images
 titleSuffix: Azure Machine Learning
 description: 'Troubleshooting steps for using prebuilt Docker images for inference.'
 services: machine-learning
-ms.service: machine-learning
+ms.service: azure-machine-learning
 ms.subservice: inferencing
 ms.author: larryfr
 author: Blackmist
