Select Forgot Password? on the sign-in page and enter your email address. You will receive a message with a link to choose a new password.
If no email arrives: check your junk folder, and make sure you are using exactly the address you were invited with. If you have never completed a first sign-in, the problem is not your password — ask your administrator to re-send the invitation.