Login using your "Matrimony / Email ID" and "Password".
On the "My Matrimony" page in the left navigation bar below the "My Profile" subhead, Click on "Change Password".
Enter your current password.
Enter your new password and confirm the same. Click on "Change Password" button.
Your new password will be activated immediately and can be used from the next time you login.