You must keep the password you used to create your SSL certificate because this private password is the only way to verify you and your site. You will need to create a new SSL certificate if you lose that password.
If you use a shared SSL certificate or one provided by your web host, you will not have the SSL password, so you don’t have to worry about it. Instead, your web hosting provider will maintain this information.