No, not with the free product. You sometimes can with paid-for Acrobat. But you often have an option in making the PDF, check the software you are using.
I found out I CAN embed fonts when saving as a .pdf in Word 2010. Click on Options, then under PDF options, check ISO 19005-1 compliant. This option is preserved too, for your next .pdf document. Whew!