updates

Author: Larry Franks

articles/machine-learning/batch-inference/how-to-use-batch-endpoint.md

@@ -9,7 +9,7 @@ ms.topic: conceptual
 author: dem108
 ms.author: sehan
 ms.reviewer: larryfr
-ms.date: 05/24/2022
+ms.date: 11/04/2022
 ms.custom: how-to, devplatv2, event-tier1-build-2022, ignite-2022
 #Customer intent: As an ML engineer or data scientist, I want to create an endpoint to host my models for batch scoring, so that I can use the same endpoint continuously for different large datasets on-demand or on-schedule.
 ---

articles/machine-learning/concept-azure-machine-learning-v2.md

@@ -10,7 +10,7 @@ ms.topic: conceptual
 ms.author: balapv
 author: balapv
 ms.reviewer: sgilley
-ms.date: 04/29/2022
+ms.date: 11/04/2022
 #Customer intent: As a data scientist, I want to understand the big picture about how Azure Machine Learning works.
 ---
 

articles/machine-learning/concept-component.md

@@ -8,7 +8,7 @@ ms.subservice: core
 ms.author: keli19
 author: likebupt
 ms.reviewer: lagayhar
-ms.date:  05/10/2022
+ms.date: 11/04/2022
 ms.topic: conceptual
 ms.custom: event-tier1-build-2022
 ---

articles/machine-learning/concept-data.md

@@ -9,7 +9,7 @@ ms.topic: conceptual
 ms.reviewer: larryfr
 author: samuel100
 ms.author: samkemp
-ms.date: 05/11/2022
+ms.date: 11/04/2022
 ms.custom: devx-track-python, data4ml, event-tier1-build-2022
 #Customer intent: As an experienced Python developer, I need to securely access my data in my Azure storage solutions and use it to accomplish my machine learning tasks.
 ---

articles/machine-learning/concept-mlflow-models.md

@@ -7,7 +7,7 @@ author: santiagxf
 ms.author: fasantia
 ms.service: machine-learning
 ms.subservice: mlops
-ms.date: 07/8/2022
+ms.date: 11/04/2022
 ms.topic: conceptual
 ms.custom: devx-track-python, cliv2, sdkv2
 ---

articles/machine-learning/concept-prebuilt-docker-images-inference.md

@@ -7,7 +7,7 @@ ms.service: machine-learning
 ms.subservice: core
 ms.author: sehan
 author: dem108
-ms.date: 07/14/2022
+ms.date: 11/04/2022
 ms.topic: conceptual
 ms.reviewer: mopeakande
 ms.custom: deploy, docker, prebuilt

articles/machine-learning/concept-sourcing-human-data.md

@@ -5,7 +5,7 @@ author: nhu-do-1
 ms.author: nhudo
 ms.service: machine-learning
 ms.topic: conceptual 
-ms.date: 05/05/2022 
+ms.date: 11/04/2022
 ms.custom: responsible-ml 
 ---
 # What is "human data" and why is it important to source responsibly?

articles/machine-learning/concept-v2.md

@@ -9,7 +9,7 @@ ms.topic: conceptual
 ms.author: balapv
 author: balapv
 ms.reviewer: sgilley
-ms.date: 04/29/2022
+ms.date: 11/04/2022
 ms.custom: cliv2, sdkv2, event-tier1-build-2022, ignite-2022
 #Customer intent: As a data scientist, I want to know whether to use v1 or v2 of CLI, SDK.
 ---

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

@@ -8,7 +8,7 @@ ms.subservice: mlops
 author: dem108
 ms.author: sehan
 ms.reviewer: mopeakande
-ms.date: 05/10/2022
+ms.date: 11/04/2022
 ms.topic: how-to
 ms.custom: how-to, devplatv2, cliv2, event-tier1-build-2022, ignite-2022
 ---

articles/machine-learning/how-to-autoscale-endpoints.md

@@ -10,7 +10,7 @@ ms.author: shnagata
 ms.reviewer: mopeakande
 ms.custom: devplatv2, cliv2, event-tier1-build-2022
 
-ms.date: 04/27/2022
+ms.date: 11/04/2022
 ---
 # Autoscale an online endpoint