Hi Dude
Welcome to the world of SSH. Look for PUTTY on the internet, and install the same on your PC.
Get the IP of the linux box, with a username and password, and connect using a SSH connection.
Now use the command in the book to start mySQL.
Hope it helps you move ahead.
Thanx and Regards
Aruneesh