Normally you will set up a password during the sign up process. If you have been invited to BigMarker, you will create a password during that process. If you need to reset it, you can do so at www.bigmarker.com/forgotpassword.
If you are logged in, you can edit your password here.
You can also ask to reset it from the login page: