To cook zucchini fries in a regular oven, preheat the oven to 350°F for 20 minutes, then place the zucchini slices into a single layer on a baking sheet lined with parchment paper. Bake them for 10 minutes, flip them and bake again for another 10 minutes until they turn golden brown.