Registered users and email

I’ve seen other questions regarding this, but usually at the bottom of a discussion about something else entirely.

When a user registers, my webhost sends out an email with their password info. Is there a way to change that smtp to MY website’s email rather than the host server’s?

Thanks in advance.

Redhawk