use mattdm/fedora in fedora doc and other cosmetic changes

Signed-off-by: Lokesh Mandvekar <lsm5@redhat.com>

docs/sources/installation/fedora.rst

@@ -1,6 +1,6 @@
 :title: Requirements and Installation on Fedora
 :description: Please note this project is currently under heavy development. It should not be used in production.
-:keywords: Docker, Docker documentation, requirements, virtualbox, vagrant, git, ssh, putty, cygwin, linux
+:keywords: Docker, Docker documentation, fedora, requirements, virtualbox, vagrant, git, ssh, putty, cygwin, linux
 
 .. _fedora:
 
@@ -9,8 +9,6 @@ Fedora
 
 .. include:: install_header.inc
 
-.. include:: install_unofficial.inc
-
 Docker is available in **Fedora 19 and later**. Please note that due to the
 current Docker limitations Docker is able to run only on the **64 bit**
 architecture.
@@ -24,19 +22,19 @@ Firstly, let's make sure our Fedora host is up-to-date.
 
     sudo yum -y upgrade
 
-Next let's install the ``docker-io`` package which will install Docker on our host.
+Next, let's install the ``docker-io`` package which will install Docker on our host.
 
 .. code-block:: bash
 
    sudo yum -y install docker-io
 
-Now it's installed lets start the Docker daemon.
+Now that it's installed, let's start the Docker daemon.
 
 .. code-block:: bash
 
     sudo systemctl start docker
 
-If we want Docker to start at boot we should also:
+If we want Docker to start at boot, we should also:
 
 .. code-block:: bash
 
@@ -46,7 +44,7 @@ Now let's verify that Docker is working.
 
 .. code-block:: bash
 
-   sudo docker run -i -t ubuntu /bin/bash
+   sudo docker run -i -t mattdm/fedora /bin/bash
 
 **Done!**, now continue with the :ref:`hello_world` example.