switch language sdk to aws sdk

content/en/references/network-troubleshooting/_index.md

@@ -25,7 +25,7 @@ LocalStack only binds to IPv4 addresses (e.g. `127.0.0.1`). Check you are not tr
 
 <div class="row mt-2">
 
-For example, setting the `endpoint_url` parameter with a [language SDK]({{< ref "user-guide/integrations/sdks" >}}).
+For example, setting the `endpoint_url` parameter with an [AWS SDK]({{< ref "user-guide/integrations/sdks" >}}).
 
 </div>
 

content/en/user-guide/aws/s3/index.md

@@ -131,10 +131,10 @@ By default, most SDKs will try to use **Virtual-Hosted style** requests and prep
 However, if the endpoint is not prefixed by `s3.`, LocalStack will not be able to understand the request and it will most likely result in an error.
 
 You can either change the endpoint to an S3-specific one, or configure your SDK to use **Path style** requests instead.
-Check out our [SDK documentation](https://docs.localstack.cloud/user-guide/integrations/sdks/) to learn how you can configure language SDKs to access LocalStack and S3.
+Check out our [SDK documentation](https://docs.localstack.cloud/user-guide/integrations/sdks/) to learn how you can configure AWS SDKs to access LocalStack and S3.
 
 {{< callout "tip" >}}
-While using [AWS language SDKs](https://aws.amazon.com/developer/tools/#SDKs), you would need to configure the `ForcePathStyle` parameter to `true` in the S3 client configuration to use **Path style** requests. If you want to use virtual host addressing of buckets, you can remove `ForcePathStyle` from the configuration.
+While using [AWS SDKs](https://aws.amazon.com/developer/tools/#SDKs), you would need to configure the `ForcePathStyle` parameter to `true` in the S3 client configuration to use **Path style** requests. If you want to use virtual host addressing of buckets, you can remove `ForcePathStyle` from the configuration.
 The `ForcePathStyle` parameter name can vary between SDK and languages, please check our [SDK documentation](https://docs.localstack.cloud/user-guide/integrations/sdks/)
 {{< /callout >}}
 

content/en/user-guide/integrations/sdks/_index.md

@@ -1,6 +1,6 @@
 ---
-title: "Language SDKs"
-linkTitle: "Language SDKs"
+title: "AWS SDKs"
+linkTitle: "AWS SDKs"
 description: >
   How to use your favorite cloud development SDK with LocalStack.
 weight: 1