It depends on the type of tree, time of year and what your objectives are.  Most trees in the south can be pruned year round if you do not take into account flowering and fruit production.

Flowering trees that will need some kind of crown reduction should be pruned after they flower.  Pruning prior to flowering will reduce flowering and fruit production.