Cooking zucchini on the stove is a quick way to prepare zucchini. The time will vary based on how thick you slice the zucchini. Try slicing it in ¼ inch circles or half-circles and cook on medium-high for about 8-10 minutes. Keep an eye on it because it will cook quickly and begin to fall apart.