To prepare a zucchini health bread baked goods recipe, you'll need: Zucchini. You can use any type of zucchini, as long as it isn't mushy. If you want to bake the bread in the oven, preheat your oven to 350 degrees F (180 degrees C) and grease your baking pans with non-stick cooking spray. Cut the zucchini in half lengthwise, then scoop out the seeds and cut the flesh into 1/4-inch-thick slices. Toss the slices with olive oil, salt, and pepper. Bake for 20 to 25 minutes, or until golden brown. Remove from oven and allow to cool before slicing.