2025_05 - Fix monthly broken links

Author: Albertyang0

articles/ai-services/computer-vision/includes/quickstarts-sdk/image-analysis-java-sdk.md

@@ -22,7 +22,7 @@ Use the Image Analysis client library for Java to analyze a remote image for tag
 > [!TIP]
 > The Analyze Image API can do many different operations other than generate image tags. See the [Image Analysis how-to guide](../../how-to/call-analyze-image.md) for examples that showcase all of the available features.
 
-[Reference documentation](/java/api/overview/azure/cognitiveservices/client/computervision) | [Library source code](https://github.com/Azure/azure-sdk-for-java/tree/main/sdk/cognitiveservices/ms-azure-cs-computervision) |[Artifact (Maven)](https://search.maven.org/artifact/com.microsoft.azure.cognitiveservices/azure-cognitiveservices-computervision) | [Samples](/samples/browse/?products=azure&terms=computer-vision)
+[Reference documentation](/java/api/overview/azure/cognitiveservices/client/computervision) | [Library source code](https://github.com/Azure/azure-sdk-for-java/tree/main/sdk/cognitiveservices/azure-resourcemanager-cognitiveservices) |[Artifact (Maven)](https://search.maven.org/artifact/com.microsoft.azure.cognitiveservices/azure-cognitiveservices-computervision) | [Samples](/samples/browse/?products=azure&terms=computer-vision)
 
 ## Prerequisites
 

articles/ai-services/content-moderator/includes/quickstarts/java-sdk.md

@@ -20,7 +20,7 @@ Use the Content Moderator client library for Java to:
 * Moderate text
 * Moderate images
 
-[Reference documentation](/java/api/overview/azure/cognitiveservices/client/contentmoderator) | [Library source code](https://github.com/Azure/azure-sdk-for-java/tree/master/sdk/cognitiveservices/ms-azure-cs-contentmoderator) |[Artifact (Maven)](https://mvnrepository.com/artifact/com.microsoft.azure.cognitiveservices/azure-cognitiveservices-contentmoderator) | [Samples](/samples/browse/?products=azure&term=content-moderator)
+[Reference documentation](/java/api/overview/azure/cognitiveservices/client/contentmoderator) | [Library source code](https://github.com/Azure/azure-sdk-for-java/tree/main/sdk/cognitiveservices/azure-resourcemanager-cognitiveservices) |[Artifact (Maven)](https://mvnrepository.com/artifact/com.microsoft.azure.cognitiveservices/azure-cognitiveservices-contentmoderator) | [Samples](/samples/browse/?products=azure&term=content-moderator)
 
 ## Prerequisites
 

articles/ai-services/custom-vision-service/includes/quickstarts/java-tutorial-od.md

@@ -13,7 +13,7 @@ Get started using the Custom Vision client library for Java to build an object d
 > If you want to build and train an object detection model _without_ writing code, see the [browser-based guidance](../../get-started-build-detector.md) instead.
 
 [Reference documentation](/java/api/overview/azure/cognitiveservices/client/customvision) | 
-Library source code [(training)](https://github.com/Azure/azure-sdk-for-java/tree/master/sdk/cognitiveservices/ms-azure-cs-customvision-training) [(prediction)](https://github.com/Azure/azure-sdk-for-java/tree/master/sdk/cognitiveservices/ms-azure-cs-customvision-prediction)| 
+Library source code [(training)](https://github.com/Azure/azure-sdk-for-java/tree/main/sdk/cognitiveservices/azure-resourcemanager-cognitiveservices) [(prediction)](https://github.com/Azure/azure-sdk-for-java/tree/main/sdk/cognitiveservices/azure-resourcemanager-cognitiveservices)| 
 Artifact (Maven) [(training)](https://search.maven.org/artifact/com.azure/azure-cognitiveservices-customvision-training/1.1.0-preview.2/jar) [(prediction)](https://search.maven.org/artifact/com.azure/azure-cognitiveservices-customvision-prediction/1.1.0-preview.2/jar) | 
 [Samples](/samples/browse/?products=azure&terms=custom%20vision)
 

articles/ai-services/custom-vision-service/includes/quickstarts/java-tutorial.md

@@ -22,7 +22,7 @@ Use the Custom Vision client library for Java to:
 * Test the prediction endpoint
 
 [Reference documentation](/java/api/overview/azure/cognitiveservices/client/customvision) | 
-Library source code for [(training)](https://github.com/Azure/azure-sdk-for-java/tree/master/sdk/cognitiveservices/ms-azure-cs-customvision-training) and [(prediction)](https://github.com/Azure/azure-sdk-for-java/tree/master/sdk/cognitiveservices/ms-azure-cs-customvision-prediction)| 
+Library source code for [(training)](https://github.com/Azure/azure-sdk-for-java/tree/main/sdk/cognitiveservices/azure-resourcemanager-cognitiveservices) and [(prediction)](https://github.com/Azure/azure-sdk-for-java/tree/main/sdk/cognitiveservices/azure-resourcemanager-cognitiveservices)| 
 Artifact (Maven) for [(training)](https://search.maven.org/artifact/com.azure/azure-cognitiveservices-customvision-training/1.1.0-preview.2/jar) and [(prediction)](https://search.maven.org/artifact/com.azure/azure-cognitiveservices-customvision-prediction/1.1.0-preview.2/jar) | 
 [Samples](/samples/browse/?products=azure&terms=custom%20vision)
 

articles/ai-services/custom-vision-service/includes/quickstarts/python-tutorial-od.md

@@ -12,7 +12,7 @@ Get started with the Custom Vision client library for Python. Follow these steps
 > If you want to build and train an object detection model _without_ writing code, see the [browser-based guidance](../../get-started-build-detector.md) instead.
 
 
-[Reference documentation](/python/api/overview/azure/cognitiveservices-vision-computervision-readme) | [Library source code](https://github.com/Azure/azure-sdk-for-python/tree/master/sdk/cognitiveservices/azure-cognitiveservices-vision-customvision/azure/cognitiveservices/vision/customvision) | [Package (PyPI)](https://pypi.org/project/azure-cognitiveservices-vision-customvision/) | [Samples](/samples/browse/?languages=python&products=azure&term=vision&terms=vision)
+[Reference documentation](/python/api/overview/azure/cognitiveservices-vision-computervision-readme) | [Library source code](https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/cognitiveservices/azure-cognitiveservices-vision-customvision) | [Package (PyPI)](https://pypi.org/project/azure-cognitiveservices-vision-customvision/) | [Samples](/samples/browse/?languages=python&products=azure&term=vision&terms=vision)
 
 ## Prerequisites
 

articles/ai-services/custom-vision-service/includes/quickstarts/python-tutorial.md

@@ -20,7 +20,7 @@ Use the Custom Vision client library for Python to:
 * Publish the current iteration
 * Test the prediction endpoint
 
-[Reference documentation](/python/api/overview/azure/cognitiveservices-vision-computervision-readme) | [Library source code](https://github.com/Azure/azure-sdk-for-python/tree/master/sdk/cognitiveservices/azure-cognitiveservices-vision-customvision/azure/cognitiveservices/vision/customvision) | [Package (PyPI)](https://pypi.org/project/azure-cognitiveservices-vision-customvision/) | [Samples](/samples/browse/?languages=python&products=azure&term=vision&terms=vision)
+[Reference documentation](/python/api/overview/azure/cognitiveservices-vision-computervision-readme) | [Library source code](https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/cognitiveservices/azure-cognitiveservices-vision-customvision) | [Package (PyPI)](https://pypi.org/project/azure-cognitiveservices-vision-customvision/) | [Samples](/samples/browse/?languages=python&products=azure&term=vision&terms=vision)
 
 ## Prerequisites