fixing broken bookmark

Author: paulth1

articles/ai-services/document-intelligence/how-to-guides/build-a-custom-model.md

@@ -49,7 +49,7 @@ Once you gather a set of forms or documents for training, you need to upload it
 
 The Document Intelligence Studio provides and orchestrates all the API calls required to complete your dataset and train your model.
 
-1. Start by navigating to the [Document Intelligence Studio](https://formrecognizer.appliedai.azure.com/studio). The first time you use the Studio, you need to [initialize your subscription, resource group, and resource](../studio-overview.md). Then, follow the [prerequisites for custom projects](../quickstarts/studio-custom-project.md#prerequisites-for-custom-projects) to configure the Studio to access your training dataset.
+1. Start by navigating to the [Document Intelligence Studio](https://formrecognizer.appliedai.azure.com/studio). The first time you use the Studio, you need to [initialize your subscription, resource group, and resource](../studio-overview.md). Then, follow the [prerequisites for custom projects](../quickstarts/studio-custom-project.md#prerequisites) to configure the Studio to access your training dataset.
 
 1. In the Studio, select the **Custom extraction model** tile and select the **Create a project** button.
 

articles/ai-services/document-intelligence/overview.md

@@ -122,13 +122,13 @@ You can use prebuilt models to add intelligent document processing to your apps
      [US tax W-2](#us-tax-w-2-model) | Extract taxable compensation details.
     :::column-end:::
     :::column span="":::
-     [US tax 1098](#us-tax-1098-and-variations-forms) | Extract `1098` variation details.
+     [US tax 1098](#us-tax-1098-and-variations-forms) | Extract 1098 variation details.
     :::column-end:::
     :::column span="":::
-     [US tax 1099](#us-tax-1099-and-variations-forms) | Extract `1099` variation details.
+     [US tax 1099](#us-tax-1099-and-variations-forms) | Extract 1099 variation details.
     :::column-end:::
     :::column span="":::
-     [US tax 1040](#us-tax-1040-and-variations-forms) |  Extract `1040` variation details.
+     [US tax 1040](#us-tax-1040-and-variations-forms) |  Extract 1040 variation details.
     :::column-end:::
  :::row-end:::
 
@@ -197,7 +197,7 @@ You can use prebuilt models to add intelligent document processing to your apps
     [US tax W-2](#us-tax-w-2-model) | Extract taxable </br>compensation details.
    :::column-end:::
    :::column span="":::
-    [US tax 1098](#us-tax-1098-and-variations-forms) | Extract `1098` variation details.
+    [US tax 1098](#us-tax-1098-and-variations-forms) | Extract 1098 variation details.
    :::column-end:::
 :::row-end:::
 
@@ -411,7 +411,7 @@ Use Document Intelligence to automate document processing in applications and wo
 
 | Model ID | Description |Automation use cases | Development options |
 |----------|--------------|-------------------------|-----------|
-|[prebuilt-mortgage.us.1003](concept-mortgage-documents.md)|&#9679; Extract key information from `1003` loan applications. </br>&#9679; [Extract data and fields](concept-mortgage-documents.md#field-extraction-1003-uniform-residential-loan-application-urla).| Fannie Mae and Freddie Mac documentation requirements| &#9679; [Document Intelligence Studio](https://documentintelligence.ai.azure.com/studio/prebuilt?formCategory=mortgage.us.1003&formType=mortgage.us.1003)</br>&#9679; [REST API](quickstarts/get-started-sdks-rest-api.md?view=doc-intel-4.0.0&preserve-view=true&pivots=programming-language-rest-api#analyze-document-post-request)</br>&#9679; [C# SDK](quickstarts/get-started-sdks-rest-api.md?view=doc-intel-4.0.0&preserve-view=true#prebuilt-model)</br>&#9679; [Python SDK](quickstarts/get-started-sdks-rest-api.md?view=doc-intel-4.0.0&preserve-view=true#prebuilt-model)</br>&#9679; [Java SDK](quickstarts/get-started-sdks-rest-api.md?view=doc-intel-4.0.0&preserve-view=true#prebuilt-model)</br>&#9679; [JavaScript](quickstarts/get-started-sdks-rest-api.md?view=doc-intel-4.0.0&preserve-view=true#prebuilt-model)|
+|[prebuilt-mortgage.us.1003](concept-mortgage-documents.md)|&#9679; Extract key information from 1003 loan applications. </br>&#9679; [Extract data and fields](concept-mortgage-documents.md#field-extraction-1003-uniform-residential-loan-application-urla).| Fannie Mae and Freddie Mac documentation requirements| &#9679; [Document Intelligence Studio](https://documentintelligence.ai.azure.com/studio/prebuilt?formCategory=mortgage.us.1003&formType=mortgage.us.1003)</br>&#9679; [REST API](quickstarts/get-started-sdks-rest-api.md?view=doc-intel-4.0.0&preserve-view=true&pivots=programming-language-rest-api#analyze-document-post-request)</br>&#9679; [C# SDK](quickstarts/get-started-sdks-rest-api.md?view=doc-intel-4.0.0&preserve-view=true#prebuilt-model)</br>&#9679; [Python SDK](quickstarts/get-started-sdks-rest-api.md?view=doc-intel-4.0.0&preserve-view=true#prebuilt-model)</br>&#9679; [Java SDK](quickstarts/get-started-sdks-rest-api.md?view=doc-intel-4.0.0&preserve-view=true#prebuilt-model)</br>&#9679; [JavaScript](quickstarts/get-started-sdks-rest-api.md?view=doc-intel-4.0.0&preserve-view=true#prebuilt-model)|
 
 > [!div class="nextstepaction"]
 > [Return to model types](#prebuilt-models)
@@ -542,8 +542,8 @@ Use Document Intelligence to automate document processing in applications and wo
 :::image type="content" source="media/overview/analyze-custom-neural.png" alt-text="Screenshot that shows Custom Neural model analysis by using Document Intelligence Studio.":::
 
   > [!NOTE]
-  > To train a custom neural model, set the ```buildMode``` property to ```neural```.
-  > For more information, *see* [Training a neural model](train/custom-neural.md#training-a-model)
+  > To train a custom neural model, set the `buildMode` property to `neural`.
+  > For more information, see [Training a neural model](train/custom-neural.md#training-a-model)
 
 | About | Description |Automation use cases | Development options |
 |----------|--------------|-------------------------|-----------|

articles/ai-services/document-intelligence/quickstarts/studio-custom-project.md

@@ -22,7 +22,7 @@ monikerRange: '>=doc-intel-3.0.0'
 
 ## Prerequisites
 
-For information on subscription, resource, and authentication setup, see [Get started with Document Intelligence Studio](get-started-studio.md#prerequisites-for-new-users).
+For information on subscription, resource, and authentication setup, see [Get started with Document Intelligence Studio](get-started-studio.md#prerequisites).
 
 ## Prerequisites for new users