You can change your password from the drop down menu on your name at the top of the screen.
Choose Account Settings, then Profile Tab, then edit account settings.
You need to enter your old one to do it. If you don't know your old one you'd have to reset your password again from
the login screen.
This is in the frequently asked questions too