Merge pull request #214708 from Blackmist/fixing-inference-snippet

fixes

Author: BCS2022

articles/machine-learning/how-to-secure-online-endpoint.md

@@ -86,17 +86,15 @@ az ml online-endpoint create -f endpoint.yml --set public_network_access=disable
 # [Python SDK](#tab/python)
 
 ```python
-from azure.ai.ml.entities._common import PublicNetworkAccess
+from azure.ai.ml.entities import ManagedOnlineEndpoint
 
 endpoint = ManagedOnlineEndpoint(name='my-online-endpoint',  
                          description='this is a sample online endpoint', 
                          tags={'foo': 'bar'}, 
                          auth_mode="key", 
-                         public_network_access=PublicNetworkAccess.Disabled 
-                         # public_network_access=PublicNetworkAccess.Enabled 
-) 
-                          
-ml_client.begin_create_or_update(endpoint) 
+                         public_network_access="disabled" 
+                         # public_network_access="enabled" 
+)
 ```
 
 ---
@@ -131,8 +129,8 @@ blue_deployment = ManagedOnlineDeployment(name='blue',
                                           environment=env, 
                                           instance_type='Standard_DS2_v2', 
                                           instance_count=1, 
-                                          egress_public_network_access=PublicNetworkAccess.Disabled 
-                                          # egress_public_network_access=PublicNetworkAccess.Enabled 
+                                          egress_public_network_access="disabled"
+                                          # egress_public_network_access="enabled" 
 ) 
 
 ml_client.begin_create_or_update(blue_deployment) 

articles/machine-learning/toc.yml

@@ -507,7 +507,7 @@
               href: how-to-deploy-managed-online-endpoints.md
             - name: Safe rollout for online endpoints (CLI)
               href: how-to-safely-rollout-managed-endpoints.md
-            - name: Safe rollout for online endpoints (SDK preview)
+            - name: Safe rollout for online endpoints (SDK)
               href: how-to-safely-rollout-managed-endpoints-sdk-v2.md
             - name: Deployment scenarios
               items:
@@ -549,7 +549,7 @@
           items:
             - name: Batch scoring with batch endpoints (CLI)
               href: how-to-use-batch-endpoint.md
-            - name: Batch scoring with batch endpoints (SDK preview)
+            - name: Batch scoring with batch endpoints (SDK)
               href: how-to-use-batch-endpoint-sdk-v2.md
             - name: Batch endpoints in studio
               href: how-to-use-batch-endpoints-studio.md