Creating Launcher Icons in Ubuntu (14.04)

Sometimes programs you want to install in Linux come as nicely packaged deb files, making them easy to install. Other times programs come as a folder with a shell script *.sh inside that you are supposed to run through the command line. This can be annoying, and some of us want to create a launcher icon so that we can search for it in the dashboard or add it to the sidebar.