fixes

Author: aahill

articles/ai-services/language-service/language-detection/includes/quickstarts/rest-api.md

@@ -10,7 +10,7 @@ ms.author: jboback
 
 [Reference documentation](https://go.microsoft.com/fwlink/?linkid=2239169)
 
-Use this quickstart to send language detection requests using the REST API. In the following example, you will use cURL to identify the language that a text sample was written in.
+Use this quickstart to send language detection requests using the REST API. In the following example, you'll use cURL to identify the language that a text sample was written in.
 
 [!INCLUDE [Use Language Studio](../../../includes/use-language-studio.md)]
 
@@ -20,7 +20,7 @@ Use this quickstart to send language detection requests using the REST API. In t
 * Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services)
 * The current version of [cURL](https://curl.haxx.se/).
 * Once you have your Azure subscription, <a href="https://portal.azure.com/#create/Microsoft.CognitiveServicesTextAnalytics"  title="Create a Language resource"  target="_blank">create a Language resource </a> in the Azure portal to get your key and endpoint. After it deploys, select **Go to resource**.
-    * You will need the key and endpoint from the resource you create to connect your application to the API. You'll paste your key and endpoint into the code below later in the quickstart.
+    * You'll need the key and endpoint from the resource you create to connect your application to the API. You'll paste your key and endpoint into the code below later in the quickstart.
     * You can use the free pricing tier (`Free F0`) to try the service, and upgrade later to a paid tier for production.
 
 > [!NOTE]

articles/ai-services/language-service/language-detection/overview.md

@@ -21,9 +21,9 @@ This documentation contains the following types of articles:
 * [**Quickstarts**](quickstart.md) are getting-started instructions to guide you through making requests to the service.
 * [**How-to guides**](how-to/call-api.md) contain instructions for using the service in more specific or customized ways.
 
-## Language detection feautres
+## Language detection features
 
-* Language detection: Returns one predominant language for each document you submit, along with it's ISO 639-1 name, a human-readable name, confidence score, script name and script code according to ISO 15924 standard.
+* Language detection: Returns one predominant language for each document you submit, along with its ISO 639-1 name, a human-readable name, confidence score, script name and script code according to ISO 15924 standard.
 
 * Script detection: To distinguish between multiple scripts used to write certain languages, such as Kazakh, language detection returns a script name and script code according to the ISO 15924 standard.  
 
@@ -38,7 +38,7 @@ This documentation contains the following types of articles:
 
 ## Responsible AI 
 
-An AI system includes not only the technology, but also the people who will use it, the people who will be affected by it, and the environment in which it is deployed. Read the [transparency note for language detection](/legal/cognitive-services/language-service/transparency-note-language-detection?context=/azure/ai-services/language-service/context/context) to learn about responsible AI use and deployment in your systems. You can also see the following articles for more information:
+An AI system includes not only the technology, but also the people who will use it, the people who will be affected by it, and the environment in which it's deployed. Read the [transparency note for language detection](/legal/cognitive-services/language-service/transparency-note-language-detection?context=/azure/ai-services/language-service/context/context) to learn about responsible AI use and deployment in your systems. You can also see the following articles for more information:
 
 [!INCLUDE [Responsible AI links](../includes/overview-responsible-ai-links.md)]