Merge pull request #232738 from TimShererWithAquent/03292023OPBR

Resolve live publish PR issue

Author: TimShererWithAquent

articles/machine-learning/how-to-batch-scoring-script.md

@@ -93,7 +93,7 @@ Any library that your scoring script requires to run needs to be indicated in th
 
 __mnist/environment/conda.yml__
 
-:::code language="yaml" source="~/azureml-examples-main/cli/endpoints/batch/mnist/environment/conda.yml":::
+:::code language="yaml" source="~/azureml-examples-main/cli/endpoints/batch/deploy-models/mnist-classifier/deployment-torch/environment/conda.yml":::
 
 Refer to [Create a batch deployment](how-to-use-batch-endpoint.md#create-a-batch-deployment) for more details about how to indicate the environment for your model.
 

articles/machine-learning/reference-yaml-deployment-batch.md

@@ -60,11 +60,11 @@ Examples are available in the [examples GitHub repository](https://github.com/Az
 
 ## YAML: basic (MLflow)
 
-:::code language="yaml" source="~/azureml-examples-main/cli/endpoints/batch/nyc-taxi-mlflow-deployment.yml":::
+:::code language="yaml" source="~/azureml-examples-main/cli/endpoints/batch/deploy-models/heart-classifier-mlflow/deployment-simple/deployment.yml":::
 
 ## YAML: custom model and scoring code
 
-:::code language="yaml" source="~/azureml-examples-main/cli/endpoints/batch/mnist-torch-deployment.yml":::
+:::code language="yaml" source="~/azureml-examples-main/cli/endpoints/batch/deploy-models/mnist-classifier/deployment-torch/deployment.yml":::
 
 ## Next steps
 

articles/machine-learning/reference-yaml-endpoint-batch.md

@@ -45,7 +45,7 @@ Examples are available in the [examples GitHub repository](https://github.com/Az
 
 ## YAML: basic
 
-:::code language="yaml" source="~/azureml-examples-main/cli/endpoints/batch/mnist-endpoint.yml":::
+:::code language="yaml" source="~/azureml-examples-main/cli/endpoints/batch/deploy-models/mnist-classifier/endpoint.yml":::
 
 ## Next steps