What is markdown? It is an 'HTML Preprocessing markup'. What does that mean? It means that you can write a very simple near English short hand and then have markdown process that shorthand into HTML for you - it doesn't replace HTML but it does a lot of the boring 'grunt' work for you.
This video shows you how to install it for TextWrangler on the Mac..