If you are wondering how to grow a peach seed outdoors, the answer is simple. In regions with cooler climates, where freezing temperatures are the norm, a peach seed may be directly installed into a garden bed. Nature will provide the stratifying conditions necessary for germination when temperatures warm. Make sure to provide some protection from squirrels and other animals that might dig up the seed.