diff --git a/examples/http-service-file-upload/http_service_file_upload.md b/examples/http-service-file-upload/http_service_file_upload.md
index 8782c1e547..59bc45f9d6 100644
--- a/examples/http-service-file-upload/http_service_file_upload.md
+++ b/examples/http-service-file-upload/http_service_file_upload.md
@@ -13,4 +13,4 @@ Run the service as follows.
 ## Related links
 - [`getByteStream()` - API documentation](https://lib.ballerina.io/ballerina/http/latest#Request#getByteStream)
 - [`http` module - Specification](/spec/http/#41-service-configuration)
-- [Binary Data](/learn/by-example/binary-data/)
+- [Binary data](/learn/by-example/binary-data/)
diff --git a/examples/io-bytes/io_bytes.md b/examples/io-bytes/io_bytes.md
index 58490e9d4e..421d0a7314 100644
--- a/examples/io-bytes/io_bytes.md
+++ b/examples/io-bytes/io_bytes.md
@@ -11,4 +11,4 @@ To run this sample, use the `bal run` command.
 ::: out io_bytes.out :::
 
 ## Related links
-- [Binary Data](/learn/by-example/binary-data/)
\ No newline at end of file
+- [Binary data](/learn/by-example/binary-data/)
\ No newline at end of file
diff --git a/examples/tcp-client/tcp_client.md b/examples/tcp-client/tcp_client.md
index 1ed8c64cd8..80205fecbe 100644
--- a/examples/tcp-client/tcp_client.md
+++ b/examples/tcp-client/tcp_client.md
@@ -14,4 +14,4 @@ Run the client program by executing the command below.
 ## Related links
 - [`tcp:Client` client object - API documentation](https://lib.ballerina.io/ballerina/tcp/latest#Client)
 - [TCP Client - Specification](/spec/tcp/#4-client)
-- [Binary Data](/learn/by-example/binary-data/)
+- [Binary data](/learn/by-example/binary-data/)
diff --git a/examples/yaml-to-anydata-with-projection/yaml_to_anydata_with_projection.md b/examples/yaml-to-anydata-with-projection/yaml_to_anydata_with_projection.md
index 413dcfa9af..4c27660676 100644
--- a/examples/yaml-to-anydata-with-projection/yaml_to_anydata_with_projection.md
+++ b/examples/yaml-to-anydata-with-projection/yaml_to_anydata_with_projection.md
@@ -9,6 +9,3 @@ For more information on the underlying module, see the [`data.yaml` module](http
 ::: code yaml_to_anydata_with_projection.bal :::
 
 ::: out yaml_to_anydata_with_projection.out :::
-
-## Related links
-- [Binary Data](/learn/by-example/binary-data/)
\ No newline at end of file