resolve build errors

Author: laujan

articles/ai-services/translator/custom-translator/azure-ai-foundry/how-to/create-project.md

@@ -19,7 +19,7 @@ ms.topic: how-to
 
 In the [Azure AI Foundry portal](https://ai.azure.com/), you can fine-tune some Azure AI services models, e.g., Custom translation, Custom speech, etc. For Custom translation, you can fine-tune a model for a language pair, *say* English to French.
 
-1. Go to your project in the [Azure AI Foundry portal](https://ai.azure.com/) portal. If you need to create a project, *see* [Create an Azure AI Foundry project](https://learn.microsoft.com/azure/ai-foundry/how-to/create-projects).
+1. Go to your project in the [Azure AI Foundry portal](https://ai.azure.com/) portal. If you need to create a project, *see* [Create an Azure AI Foundry project](../../azure-ai-foundry/how-to/create-project.md).
 
 1. Select **Fine-tuning** from the left pane.
 
@@ -32,7 +32,7 @@ In the [Azure AI Foundry portal](https://ai.azure.com/), you can fine-tune some
 :::image type="content" source="../media/fine-tune-select-translate.png" alt-text="Screenshot of the page to select Translate for custom translation models.":::
 
 > [!NOTE]
-> An Azure AI Service resouce is connected to your project.
+> An Azure AI Service resource is connected to your project.
 
 
 ## Next steps

articles/ai-services/translator/custom-translator/azure-ai-foundry/how-to/deploy-model.md

@@ -21,7 +21,7 @@ You can deploy one model per language pair to one or multiple regions.
 
 1. Select the model name under **Name** and check the button then select **Deploy model**.
 
-   :::image type="content" source="../media/fine-tune-deploy-model.png" alt-text="Screenshot illustrating the deploy-model function.":::
+   :::image type="content" source="../media/fine-tune-deploy-model.png" alt-text="Screenshot depicting the deploy-model function.":::
 
 1. Check the desired regions. Later, you can add or remove regions by selecting **Update regions**.
 
@@ -35,7 +35,7 @@ To replace a deployed model, you can exchange the deployed model with a differen
 
 1. Select the model name under **Name** then select **Deploy model**.
 
-   :::image type="content" source="../media/fine-tune-swap-model-1.png" alt-text="Screenshot illustrating the swap-model function.":::
+   :::image type="content" source="../media/fine-tune-swap-model-1.png" alt-text="Screenshot depicting the swap-model function.":::
 
 1. Select **Swap model**.
 

articles/ai-services/translator/custom-translator/azure-ai-foundry/how-to/train-model.md

@@ -20,7 +20,7 @@ Custom translation model provides translations for a specific language pair. The
 
 1. After the data is processed, select the **Train model** from the left menu.
 
-   :::image type="content" source="../media/fine-tune-train-model-1.png" alt-text="Screenshot illustrating the train model blade.":::
+   :::image type="content" source="../media/fine-tune-train-model-1.png" alt-text="Screenshot depicting the train model blade.":::
 
 1. Type the **Model name**.
 
@@ -35,7 +35,7 @@ Custom translation model provides translations for a specific language pair. The
 
 1. Select the data you want to use for training, for example, `Customer-sample-English-German-Training` and review the training cost associated with the selected number of sentences.
 
-   :::image type="content" source="../media/fine-tune-train-model-3.png" alt-text="Screenshot depicting the train model blade.":::
+   :::image type="content" source="../media/fine-tune-train-model-3.png" alt-text="Screenshot depicting a view of the train model blade.":::
 
 1. Select **Train model**.
 

articles/ai-services/translator/custom-translator/key-terms.md

@@ -1,7 +1,7 @@
 ---
 title: Key terms - Custom Translator
 titleSuffix: Azure AI services
-description: List of key terms used in Custom Translator articles.
+description: A list of key terms used in Custom translator articles.
 author: laujan
 manager: nitinme
 ms.service: azure-ai-translator