If you forgot your password, click on Forgot My Password under the login box on the Admin Login page.
If you know your password but want to change it, click your name in the top-right corner of Admin. Then My Account.
Click the Change Password button in the top right, under your name.
Enter your old password, then enter your new password twice. Hit Submit.