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

@@ -24,7 +24,7 @@ Learn how to deploy the Azure AI services [Anomaly Detector](../anomaly-detector
 
 [!INCLUDE [Create an Anomaly Detector container on Azure Container Instances](../../containers/includes/create-container-instances-resource-from-azure-cli.md)]
 
-[!INCLUDE [API documentation](../../../../includes/cognitive-services-containers-api-documentation.md)]
+[!INCLUDE [API documentation](../../includes/cognitive-services-containers-api-documentation.md)]
 
 ## Next steps
 

articles/ai-services/Anomaly-Detector/How-to/deploy-anomaly-detection-on-iot-edge.md

@@ -84,7 +84,7 @@ There are several ways to validate that the module is running. Locate the *Exter
 | `http://<your-edge-device-ipaddress>:5000/status` | Also requested with GET, this verifies if the api-key used to start the container is valid without causing an endpoint query. This request can be used for Kubernetes [liveness and readiness probes](https://kubernetes.io/docs/tasks/configure-pod-container/configure-liveness-readiness-probes/). |
 | `http://<your-edge-device-ipaddress>:5000/swagger` | The container provides a full set of documentation for the endpoints and a **Try it out** feature. With this feature, you can enter your settings into a web-based HTML form and make the query without having to write any code. After the query returns, an example CURL command is provided to demonstrate the HTTP headers and body format that's required. |
 
-![Container's home page](../../../../includes/media/cognitive-services-containers-api-documentation/container-webpage.png)
+![Container's home page](../../media/container-webpage.png)
 
 ## Next steps
 

articles/ai-services/Anomaly-Detector/anomaly-detector-container-configuration.md

@@ -45,7 +45,7 @@ This setting can be found in the following place:
 
 ## ApplicationInsights setting
 
-[!INCLUDE [Container shared configuration ApplicationInsights settings](../../../includes/cognitive-services-containers-configuration-shared-settings-application-insights.md)]
+[!INCLUDE [Container shared configuration ApplicationInsights settings](../includes/cognitive-services-containers-configuration-shared-settings-application-insights.md)]
 
 ## Billing configuration setting
 
@@ -61,19 +61,19 @@ This setting can be found in the following place:
 
 ## Eula setting
 
-[!INCLUDE [Container shared configuration eula settings](../../../includes/cognitive-services-containers-configuration-shared-settings-eula.md)]
+[!INCLUDE [Container shared configuration eula settings](../includes/cognitive-services-containers-configuration-shared-settings-eula.md)]
 
 ## Fluentd settings
 
-[!INCLUDE [Container shared configuration fluentd settings](../../../includes/cognitive-services-containers-configuration-shared-settings-fluentd.md)]
+[!INCLUDE [Container shared configuration fluentd settings](../includes/cognitive-services-containers-configuration-shared-settings-fluentd.md)]
 
 ## Http proxy credentials settings
 
-[!INCLUDE [Container shared configuration fluentd settings](../../../includes/cognitive-services-containers-configuration-shared-settings-http-proxy.md)]
+[!INCLUDE [Container shared configuration fluentd settings](../includes/cognitive-services-containers-configuration-shared-settings-http-proxy.md)]
 
 ## Logging settings
 
-[!INCLUDE [Container shared configuration logging settings](../../../includes/cognitive-services-containers-configuration-shared-settings-logging.md)]
+[!INCLUDE [Container shared configuration logging settings](../includes/cognitive-services-containers-configuration-shared-settings-logging.md)]
 
 
 ## Mount settings
@@ -103,7 +103,7 @@ Replace value in brackets, `{}`, with your own values:
 | **{API_KEY}** | The endpoint key of the `Anomaly Detector` resource on the Azure `Anomaly Detector` Keys page. | `xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx` |
 | **{ENDPOINT_URI}** | The billing endpoint value is available on the Azure `Anomaly Detector` Overview page.| See [gather required parameters](anomaly-detector-container-howto.md#gather-required-parameters) for explicit examples. |
 
-[!INCLUDE [subdomains-note](../../../includes/cognitive-services-custom-subdomains-note.md)]
+[!INCLUDE [subdomains-note](../includes/cognitive-services-custom-subdomains-note.md)]
 
 > [!IMPORTANT]
 > The `Eula`, `Billing`, and `ApiKey` options must be specified to run the container; otherwise, the container won't start.  For more information, see [Billing](anomaly-detector-container-howto.md#billing).

articles/ai-services/Anomaly-Detector/anomaly-detector-container-howto.md

@@ -46,7 +46,7 @@ You must meet the following prerequisites before using Anomaly Detector containe
 
 ## The host computer
 
-[!INCLUDE [Host Computer requirements](../../../includes/cognitive-services-containers-host-computer.md)]
+[!INCLUDE [Host Computer requirements](../includes/cognitive-services-containers-host-computer.md)]
 
 <!--* [Azure IoT Edge](../../iot-edge/index.yml). For instructions of deploying Anomaly Detector module in IoT Edge, see [How to deploy Anomaly Detector module in IoT Edge](how-to-deploy-anomaly-detector-module-in-iot-edge.md).-->
 
@@ -81,7 +81,7 @@ Use the [`docker pull`](https://docs.docker.com/engine/reference/commandline/pul
 <!--
 For a full description of available tags, such as `latest` used in the preceding command, see [anomaly-detector](https://go.microsoft.com/fwlink/?linkid=2083827&clcid=0x409) on Docker Hub.
 -->
-[!INCLUDE [Tip for using docker list](../../../includes/cognitive-services-containers-docker-list-tip.md)]
+[!INCLUDE [Tip for using docker list](../includes/cognitive-services-containers-docker-list-tip.md)]
 
 ### Docker pull for the Anomaly Detector container
 
@@ -157,11 +157,11 @@ Use the host, http://localhost:5000, for container APIs.
 
 <!--  ## Validate container is running -->
 
-[!INCLUDE [Container API documentation](../../../includes/cognitive-services-containers-api-documentation.md)]
+[!INCLUDE [Container API documentation](../includes/cognitive-services-containers-api-documentation.md)]
 
 ## Stop the container
 
-[!INCLUDE [How to stop the container](../../../includes/cognitive-services-containers-stop.md)]
+[!INCLUDE [How to stop the container](../includes/cognitive-services-containers-stop.md)]
 
 ## Troubleshooting
 
@@ -176,7 +176,7 @@ If you run the container with an output [mount](anomaly-detector-container-confi
 
 The Anomaly Detector containers send billing information to Azure, using an _Anomaly Detector_ resource on your Azure account.
 
-[!INCLUDE [Container's Billing Settings](../../../includes/cognitive-services-containers-how-to-billing-info.md)]
+[!INCLUDE [Container's Billing Settings](../includes/cognitive-services-containers-how-to-billing-info.md)]
 
 For more information about these options, see [Configure containers](anomaly-detector-container-configuration.md).
 

articles/ai-services/Anomaly-Detector/tutorials/batch-anomaly-detection-powerbi.md

@@ -31,7 +31,7 @@ In this tutorial, you'll learn how to:
 * Once you have your Azure subscription, <a href="https://portal.azure.com/#create/Microsoft.CognitiveServicesAnomalyDetector"  title="Create an Anomaly Detector resource"  target="_blank">create an Anomaly Detector resource </a> in the Azure portal to get your key and endpoint.
     * You will need the key and endpoint from the resource you create to connect your application to the Anomaly Detector API. You'll do this later in the quickstart.
 
-[!INCLUDE [cognitive-services-anomaly-detector-data-requirements](../../../../includes/cognitive-services-anomaly-detector-data-requirements.md)]
+[!INCLUDE [cognitive-services-anomaly-detector-data-requirements](../../includes/cognitive-services-anomaly-detector-data-requirements.md)]
 
 ## Load and format the time series data
 

articles/ai-services/LUIS/luis-container-configuration.md

@@ -50,7 +50,7 @@ Do not use the starter key or the authoring key.
 
 ## ApplicationInsights setting
 
-[!INCLUDE [Container shared configuration ApplicationInsights settings](../../../includes/cognitive-services-containers-configuration-shared-settings-application-insights.md)]
+[!INCLUDE [Container shared configuration ApplicationInsights settings](../includes/cognitive-services-containers-configuration-shared-settings-application-insights.md)]
 
 ## Billing setting
 
@@ -67,19 +67,19 @@ This setting can be found in the following places:
 
 ## Eula setting
 
-[!INCLUDE [Container shared configuration eula settings](../../../includes/cognitive-services-containers-configuration-shared-settings-eula.md)]
+[!INCLUDE [Container shared configuration eula settings](../includes/cognitive-services-containers-configuration-shared-settings-eula.md)]
 
 ## Fluentd settings
 
-[!INCLUDE [Container shared configuration fluentd settings](../../../includes/cognitive-services-containers-configuration-shared-settings-fluentd.md)]
+[!INCLUDE [Container shared configuration fluentd settings](../includes/cognitive-services-containers-configuration-shared-settings-fluentd.md)]
 
 ## HTTP proxy credentials settings
 
-[!INCLUDE [Container shared configuration fluentd settings](../../../includes/cognitive-services-containers-configuration-shared-settings-http-proxy.md)]
+[!INCLUDE [Container shared configuration fluentd settings](../includes/cognitive-services-containers-configuration-shared-settings-http-proxy.md)]
 
 ## Logging settings
 
-[!INCLUDE [Container shared configuration logging settings](../../../includes/cognitive-services-containers-configuration-shared-settings-logging.md)]
+[!INCLUDE [Container shared configuration logging settings](../includes/cognitive-services-containers-configuration-shared-settings-logging.md)]
 
 ## Mount settings
 
@@ -111,7 +111,7 @@ Replace {_argument_name_} with your own values:
 | **{API_KEY}** | The endpoint key of the `LUIS` resource on the Azure `LUIS` Keys page. | `xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx` |
 | **{ENDPOINT_URI}** | The billing endpoint value is available on the Azure `LUIS` Overview page.| See [gather required parameters](luis-container-howto.md#gather-required-parameters) for explicit examples. |
 
-[!INCLUDE [subdomains-note](../../../includes/cognitive-services-custom-subdomains-note.md)]
+[!INCLUDE [subdomains-note](../includes/cognitive-services-custom-subdomains-note.md)]
 
 > [!IMPORTANT]
 > The `Eula`, `Billing`, and `ApiKey` options must be specified to run the container; otherwise, the container won't start. For more information, see [Billing](luis-container-howto.md#billing).

articles/ai-services/LUIS/luis-container-howto.md

@@ -66,7 +66,7 @@ Authoring APIs for packaged apps:
 
 ### The host computer
 
-[!INCLUDE [Host Computer requirements](../../../includes/cognitive-services-containers-host-computer.md)]
+[!INCLUDE [Host Computer requirements](../includes/cognitive-services-containers-host-computer.md)]
 
 ### Container requirements and recommendations
 
@@ -95,7 +95,7 @@ docker pull mcr.microsoft.com/azure-cognitive-services/language/luis:latest
 
 For a full description of available tags, such as `latest` used in the preceding command, see [LUIS](https://go.microsoft.com/fwlink/?linkid=2043204) on Docker Hub.
 
-[!INCLUDE [Tip for using docker list](../../../includes/cognitive-services-containers-docker-list-tip.md)]
+[!INCLUDE [Tip for using docker list](../includes/cognitive-services-containers-docker-list-tip.md)]
 
 ## How to use the container
 
@@ -252,7 +252,7 @@ More [examples](luis-container-configuration.md#example-docker-run-commands) of
 > The `Eula`, `Billing`, and `ApiKey` options must be specified to run the container; otherwise, the container won't start.  For more information, see [Billing](#billing).
 > The ApiKey value is the **Key** from the **Azure Resources** page in the LUIS portal and is also available on the Azure `Azure AI services` resource keys page.
 
-[!INCLUDE [Running multiple containers on the same host](../../../includes/cognitive-services-containers-run-multiple-same-host.md)]
+[!INCLUDE [Running multiple containers on the same host](../includes/cognitive-services-containers-run-multiple-same-host.md)]
 
 ## Endpoint APIs supported by the container
 
@@ -350,7 +350,7 @@ After the log is uploaded, [review the endpoint](./how-to/improve-application.md
 
 <!--  ## Validate container is running -->
 
-[!INCLUDE [Container API documentation](../../../includes/cognitive-services-containers-api-documentation.md)]
+[!INCLUDE [Container API documentation](../includes/cognitive-services-containers-api-documentation.md)]
 
 ## Run the container disconnected from the internet
 
@@ -372,7 +372,7 @@ If you run the container with an output [mount](luis-container-configuration.md#
 
 The LUIS container sends billing information to Azure, using an _Azure AI services_ resource on your Azure account.
 
-[!INCLUDE [Container's Billing Settings](../../../includes/cognitive-services-containers-how-to-billing-info.md)]
+[!INCLUDE [Container's Billing Settings](../includes/cognitive-services-containers-how-to-billing-info.md)]
 
 For more information about these options, see [Configure containers](luis-container-configuration.md).
 

articles/ai-services/LUIS/luis-get-started-create-app.md

@@ -257,7 +257,7 @@ To create a Prediction resource from the LUIS portal
 
 ## Clean up resources
 
-[!INCLUDE [LUIS How to clean up resources](../../../includes/cognitive-services-luis-tutorial-how-to-clean-up-resources.md)]
+[!INCLUDE [LUIS How to clean up resources](../includes/cognitive-services-luis-tutorial-how-to-clean-up-resources.md)]
 
 ## Next steps
 

articles/ai-services/LUIS/luis-how-to-batch-test.md

@@ -60,7 +60,7 @@ Import an app that takes a pizza order such as `1 pepperoni pizza on thin crust`
 1. Select **Train** in the top-right corner of the navigation to train the app.
 
 
-[!INCLUDE [Entity roles in batch testing - currently not supported](../../../includes/cognitive-services-luis-roles-not-supported-in-batch-testing.md)]
+[!INCLUDE [Entity roles in batch testing - currently not supported](../includes/cognitive-services-luis-roles-not-supported-in-batch-testing.md)]
 
 ### Batch test file
 

articles/ai-services/autoscale.md

@@ -26,7 +26,7 @@ This feature is disabled by default for every new resource. Follow these instruc
 
 Go to your resource's page in the Azure portal, and select the **Overview** tab on the left pane. Under the **Essentials** section, find the **Autoscale** line and select the link to view the **Autoscale Settings** pane and enable the feature.
 
-:::image type="content" source="media/cognitive-services-autoscale/portal-autoscale.png" alt-text="Screenshot of the Azure portal with the autoscale pane on right." lightbox="media/cognitive-services-autoscale/portal-autoscale.png":::
+:::image type="content" source="~/reusable-content/ce-skilling/azure/media/cognitive-services-autoscale/portal-autoscale.png" alt-text="Screenshot of the Azure portal with the autoscale pane on right." lightbox="~/reusable-content/ce-skilling/azure/media/cognitive-services-autoscale/portal-autoscale.png":::
 
 #### [Azure CLI](#tab/cli)