Updates for freshness

Author: IEvangelist

articles/cognitive-services/Anomaly-Detector/How-to/deploy-anomaly-detection-on-container-instances.md

@@ -8,7 +8,7 @@ manager: nitinme
 ms.service: cognitive-services
 ms.subservice: anomaly-detector
 ms.topic: conceptual
-ms.date: 7/5/2019
+ms.date: 01/23/2020
 ms.author: dapine
 ---
 

articles/cognitive-services/Face/Face-API-How-to-Topics/deploy-face-container-on-container-instances.md

@@ -8,7 +8,7 @@ manager: nitinme
 ms.service: cognitive-services
 ms.subservice: face-api
 ms.topic: conceptual
-ms.date: 7/5/2019
+ms.date: 01/23/2020
 ms.author: dapine
 ---
 

articles/cognitive-services/Speech-Service/deploy-speech-on-container-instances.md

@@ -8,7 +8,7 @@ manager: nitinme
 ms.service: cognitive-services
 ms.subservice: speech-service
 ms.topic: conceptual
-ms.date: 7/5/2019
+ms.date: 01/23/2020
 ms.author: dapine
 ---
 

articles/cognitive-services/containers/azure-container-instance-recipe.md

@@ -7,8 +7,8 @@ author: IEvangelist
 manager: nitinme
 ms.custom: seodec18
 ms.service: cognitive-services
-ms.topic: conceptual 
-ms.date: 06/26/2019
+ms.topic: conceptual
+ms.date: 01/23/2020
 ms.author: dapine
 #As a potential customer, I want to know more about how Cognitive Services provides and supports Docker containers for each service.
 
@@ -17,19 +17,19 @@ ms.author: dapine
 
 # Deploy and run container on Azure Container Instance
 
-With the following steps, scale Azure Cognitive Services applications in the cloud easily with Azure [Container Instance](https://docs.microsoft.com/azure/container-instances/). This helps you focus on building your applications instead of managing the infrastructure.
+With the following steps, scale Azure Cognitive Services applications in the cloud easily with Azure [Container Instances](https://docs.microsoft.com/azure/container-instances/). Containerization helps you focus on building your applications instead of managing the infrastructure. For more information on using containers, see [features and benefits](../cognitive-services-container-support.md#features-and-benefits).
 
 ## Prerequisites
 
-This solution works with any Cognitive Services container. The Cognitive Service resource must be created in the Azure portal before using this recipe. Each Cognitive Service that supports containers has a "How to install" document specifically for installing and configuring the service for a container. Because some services require a file or set of files as input for the container, it is important that you understand and have used the container successfully before using this solution.
+The recipe works with any Cognitive Services container. The Cognitive Service resource must be created in the Azure portal before using the recipe. Each Cognitive Service that supports containers has a "How to install" document specifically for installing and configuring the service for a container. Some services require a file or set of files as input for the container, it is important that you understand and have used the container successfully before using this solution.
 
 * A Cognitive Service resource, created in Azure portal.
 * Cognitive Service **endpoint URL** - review your specific service's "How to install" for the container, to find where the endpoint URL is from within the Azure portal, and what a correct example of the URL looks like. The exact format can change from service to service.
 * Cognitive Service **key** - the keys are on the **Keys** page for the Azure resource. You only need one of the two keys. The key is a string of 32 alpha-numeric characters.
 * A single Cognitive Services Container on your local host (your computer). Make sure you can:
   * Pull down the image with a `docker pull` command.
   * Run the local container successfully with all required configuration settings with a `docker run` command.
-  * Call the container's endpoint, getting a response of 2xx and a JSON response back.
+  * Call the container's endpoint, getting a response of HTTP 2xx and a JSON response back.
 
 All variables in angle brackets, `<>`, need to be replaced with your own values. This replacement includes the angle brackets.
 

articles/cognitive-services/containers/azure-kubernetes-recipe.md

@@ -8,7 +8,7 @@ manager: nitinme
 ms.service: cognitive-services
 ms.subservice: text-analytics
 ms.topic: conceptual
-ms.date: 06/26/2019
+ms.date: 01/23/2020
 ms.author: dapine
 ---
 
@@ -31,7 +31,7 @@ This procedure requires several tools that must be installed and run locally. Do
 
 ## Running the sample
 
-This procedure loads and runs the Cognitive Services Container sample for language detection. The sample has two containers, one for the client application and one for the Cognitive Services container. You need to push both these images to your own Azure Container Registry. Once they are on your own registry, create an Azure Kubernetes Service to access these images and run the containers. When the containers are running, use the **kubectl** CLI to watch the containers performance. Access the client application with an HTTP request and see the results.
+This procedure loads and runs the Cognitive Services Container sample for language detection. The sample has two containers, one for the client application and one for the Cognitive Services container. We'll push both of these images to the Azure Container Registry. Once they are on your own registry, create an Azure Kubernetes Service to access these images and run the containers. When the containers are running, use the **kubectl** CLI to watch the containers performance. Access the client application with an HTTP request and see the results.
 
 ![Conceptual idea of running sample containers](../text-analytics/media/how-tos/container-instance-sample/containers.png)
 

articles/cognitive-services/containers/container-reuse-recipe.md

@@ -1,14 +1,14 @@
 ---
 title: Recipes for Docker containers
 titleSuffix: Azure Cognitive Services
-description: Learn how to build, test and store containers with some or all of your configuration settings for deployment and reuse.
+description: Learn how to build, test, and store containers with some or all of your configuration settings for deployment and reuse.
 services: cognitive-services
 author: IEvangelist
 manager: nitinme
 ms.custom: seodec18
 ms.service: cognitive-services
-ms.topic: conceptual 
-ms.date: 06/26/2019
+ms.topic: conceptual
+ms.date: 01/23/2020
 ms.author: dapine
 #As a potential customer, I want to know how to configure containers so I can reuse them.
 

articles/cognitive-services/containers/docker-compose-recipe.md

@@ -7,8 +7,8 @@ author: IEvangelist
 manager: nitinme
 ms.custom: seodec18
 ms.service: cognitive-services
-ms.topic: conceptual 
-ms.date: 06/26/2019
+ms.topic: conceptual
+ms.date: 01/23/2020
 ms.author: dapine
 #As a potential customer, I want to know how to configure containers so I can reuse them.
 

articles/cognitive-services/form-recognizer/deploy-form-recognizer-on-container-instances.md

@@ -8,7 +8,7 @@ manager: nitinme
 ms.service: cognitive-services
 ms.subservice: forms-recognizer
 ms.topic: conceptual
-ms.date: 7/5/2019
+ms.date: 01/23/2020
 ms.author: dapine
 ---
 

articles/cognitive-services/immersive-reader/index.yml

@@ -13,7 +13,7 @@ metadata:
   ms.collection: collection
   author: IEvangelist
   ms.author: dapine
-  ms.date: 08/29/2019
+  ms.date: 01/23/2020
 
 # linkListType: architecture | concept | deploy | download | get-started | how-to-guide | learn | overview | quickstart | reference | tutorial | video | whats-new