Welcome to the Dahlias forum, sallysmom! I hope this is a great first year for you.
I grow the majority of my dahlias in the ground, but I have a little "pot garden" with about 25+ on my back patio. I use top soil and composted manure in my pots (both purchased, not out of my own garden), about a 50/50 mix. I also water and fertilize the pots more than I do the ones that are in the ground.