I was going to write up some notes on how to install wordpress but it was so easy it hardly seems worthwhile !
http://codex.wordpress.org/Installing_WordPress has all the information you need to know, the basic process is:
download wordpress (http://wordpress.org/download/
create a database
rename the wp-config-sample.php file to wp-config.php and edit the database details
upload all the files to the [...]