Merge remote-tracking branch 'BaherAbdullah/patch-75' into baher-update-2

Author: aahill

articles/cognitive-services/language-service/custom-named-entity-recognition/how-to/call-api.md

@@ -30,11 +30,26 @@ See the [application development lifecycle](../overview.md#application-developme
 
 ## Deploy your model
 
-Go to your project in [Language studio](https://aka.ms/custom-extraction).
+Deploying a model hosts it, and makes it available for predictions through an endpoint.
 
-[!INCLUDE [Deploy a model using Language Studio](../includes/deploy-model-language-studio.md)]
+When a model is deployed, you will be able to test the model directly in the portal or by calling the API associated with it.
 
-If you deploy your model through the Language Studio, your `deployment-name` is `prod`.
+> [!NOTE]
+> You can only have ten deployment names
+
+1. Go to your project in [Language studio](https://aka.ms/custom-extraction).
+2. From the left panel, select **Deploy model**.
+3. Click on **Add deployment** to submit a new deployment job.
+
+    :::image type="content" source="../../custom-named-entity-recognition/media/deploy-model.png" alt-text="run-inference" lightbox="../../custom-named-entity-recognition/media/deploy-model.png":::
+
+4. In the window that appears, you can create a new deployment name or override an existing one. Then, you can add a trained model to this deployment name.
+
+   :::image type="content" source="../../custom-named-entity-recognition/media/add-deployment.png" alt-text="run-inference" lightbox="../../custom-named-entity-recognition/media/add-deployment.png":::
+   
+### Delete deployment
+
+To delete a deployment, select the deployment you want to delete and select **Delete deployment**
 
 > [!TIP]
 > You can test your model in Language Studio by sending samples of text for it to classify.