You might! You might also not. It depends on how different your tank water is from the tank water of the store. If the eggs survive, the shrimplets will graze on the aufwuchs (biofilm) in the tank, so no worries about feeding any more than necessary!
So many fish/plants/inverts to keep, not enough aquaria.