Baltimore County, MD (Zone 7a) A bit of this and a bit of that
Here's some info from the University of Illinois about growing sweet potatoes: http://urbanext.illinois.edu/v... I'm not sure how your climate compares to theirs, but if you have at least 100 days of warm weather, it looks like you should be able to grow them.
