edit

Author: dlepow

articles/api-management/how-to-server-sent-events.md

@@ -26,7 +26,7 @@ This article provides guidelines for configuring an API in API Management that i
 
 Follow these guidelines when using API Management to reach a backend API that implements SSE. 
 
-* **Choose service tier for long-running HTTP connections** - SSE relies on a long-running HTTP connection that is supported in certain API Management [service tiers](api-management-key-concepts.md#api-management-tiers). Long-running connections are supported in the Classic and V2 API Management tiers, but not in the Consumption tier.
+* **Choose service tier for long-running HTTP connections** - SSE relies on a long-running HTTP connection that is supported in certain API Management [pricing tiers](api-management-key-concepts.md#api-management-tiers). Long-running connections are supported in the classic and v2 API Management tiers, but not in the Consumption tier.
 
 * **Keep idle connections alive** - If a connection between client and backend could be idle for 4 minutes or longer, implement a mechanism to keep the connection alive. For example, enable a TCP keepalive signal at the backend of the connection, or send traffic from the client side at least once per 4 minutes. 
 

articles/machine-learning/how-to-create-component-pipeline-python.md

@@ -14,6 +14,7 @@ ms.custom:
   - sdkv2
   - build-2023
   - ignite-2023
+  - update-code
 ---
 
 # Create and run machine learning pipelines using components with the Azure Machine Learning SDK v2
@@ -72,9 +73,9 @@ Fashion-MNIST is a dataset of fashion images divided into 10 classes. Each image
 
 To define the input data of a job that references the Web-based data, run:
 
-```
-[!notebook-python[] (~/azureml-examples-main/sdk/python/jobs/pipelines/2e_image_classification_keras_minist_convnet/image_classification_keras_minist_convnet.ipynb?name=define-input)]
-```
+
+[!notebook-python[] (~/azureml-examples-temp-fix/sdk/python/jobs/pipelines/2e_image_classification_keras_minist_convnet/image_classification_keras_minist_convnet.ipynb?name=define-input)]
+
 
 By defining an `Input`, you create a reference to the data source location. The data remains in its existing location, so no extra storage cost is incurred.