diff --git a/get-started/04_sharing_app.md b/get-started/04_sharing_app.md
index 4358e95cdb..0ced3eb518 100644
--- a/get-started/04_sharing_app.md
+++ b/get-started/04_sharing_app.md
@@ -65,7 +65,7 @@ an example command that you will need to run to push to this repo.
 Now that our image has been built and pushed into a registry, let's try running our app on a brand
 new instance that has never seen this container image! To do this, we will use Play with Docker.
 
-1. Open your browser to [Play with Docker](http://play-with-docker.com){:target="_blank" rel="noopener" class="_"}.
+1. Open your browser to [Play with Docker](https://www.docker.com/play-with-docker){:target="_blank" rel="noopener" class="_"}.
 
 2. Log in with your Docker Hub account.
 
diff --git a/language/index.md b/language/index.md
index ec6e809ce9..78a9f08240 100644
--- a/language/index.md
+++ b/language/index.md
@@ -12,10 +12,10 @@ In addition to the language-specific modules, Docker documentation also provides
 
 For more information, refer to the following topics:
 
-* [Best practices for writing Dockerfiles](../../develop/develop-images/dockerfile_best-practices.md)
-* [Docker development best practices](../../develop/dev-best-practices.md)
-* [Build images with BuildKit](../../develop/develop-images/build_enhancements.md)
-* [Manage images](../../develop/develop-images/image_management.md)
+* [Best practices for writing Dockerfiles](../develop/develop-images/dockerfile_best-practices.md)
+* [Docker development best practices](../develop/dev-best-practices.md)
+* [Build images with BuildKit](../develop/develop-images/build_enhancements.md)
+* [Manage images](../develop/develop-images/image_management.md)
 
 ## Language-specific getting started guides