Merge pull request #49511 from j-martens/master

fix for https://github.com/MicrosoftDocs/azure-docs/issues/12189

Author: PRMerger17

articles/machine-learning/desktop-workbench/tutorial-classifying-iris-part-3.md

@@ -242,7 +242,7 @@ Now you're ready to create the real-time web service.
    >[!IMPORTANT]
    >The service name, which is also the new Docker image name, must be all lowercase. Otherwise, you get an error. 
 
-1. When you run the command, the model and the scoring files are uploaded to the storage account you created as part of the environment setup. The deployment process builds a Docker image with your model, schema, and scoring file in it, and then pushes it to the Azure container registry: **\<ACR_name\>.azureacr.io/\<imagename\>:\<version\>**. 
+1. When you run the command, the model and the scoring files are uploaded to the storage account you created as part of the environment setup. The deployment process builds a Docker image with your model, schema, and scoring file in it, and then pushes it to the Azure container registry: **\<ACR_name\>.azurecr.io/\<imagename\>:\<version\>**. 
 
    The command pulls down the image locally to your computer and then starts a Docker container based on that image. If your environment is configured in cluster mode, the Docker container is deployed into the Azure Cloud Services Kubernetes cluster instead.