fixed links

Author: gpickett

README.md

@@ -173,7 +173,7 @@ To ensure continued best practices in your own repository, we recommend that any
 
 You may want to consider additional security measures, such as:
 
-* Enabling Microsoft Defender for Cloud to [secure your Azure resources](https://learn.microsoft.com/azure/security-center/defender-for-cloud).
+* Enabling Microsoft Defender for Cloud to [secure your Azure resources](https://learn.microsoft.com/en-us/azure/defender-for-cloud/).
 * Protecting the Azure Container Apps instance with a [firewall](https://learn.microsoft.com/azure/container-apps/waf-app-gateway) and/or [Virtual Network](https://learn.microsoft.com/azure/container-apps/networking?tabs=workload-profiles-env%2Cazure-cli).
 
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@@ -196,7 +196,7 @@ Have questions, find a bug, or want to request a feature? [Submit a new issue](h
 <br/>
 
 ## Responsible AI Transparency FAQ 
-Please refer to [Transparency FAQ](./TRANSPARENCY_FAQ.md) for responsible AI transparency details of this solution accelerator.
+Please refer to [Transparency FAQ](./TRANSPARENCY_FAQS.md) for responsible AI transparency details of this solution accelerator.
 
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docs/DeploymentGuide.md

@@ -109,7 +109,7 @@ If you're not using one of the above options for opening the project, then you'l
 
 Once you've opened the project in [Codespaces](#github-codespaces) or in [Dev Containers](#vs-code-dev-containers) or [locally](#local-environment), you can deploy it to Azure following the following steps. 
 
-To change the azd parameters from the default values, follow the steps [here](./docs/CustomizingAzdParameters.md). 
+To change the azd parameters from the default values, follow the steps [here](../docs/CustomizingAzdParameters.md). 
 
 
 1. Login to Azure: