How to hide the Administration page link from user (wp-admin/) ?

Besides what deepbevel suggested (which is probably the best option), you can actually use .htpasswd and .htaccess to add an additional layer of protection to /wp-admin/

This site has a useful .htpasswd generator if you decide to go this route.