Another great technique for removing moisture from zoodles is baking them in the oven. Preheat the oven to 350 degrees and spread the zoodles out in a single layer on a baking sheet. Bake for 15 minutes or until tender. Pat with a towel to soak up any moisture. Then toss with the garlic-infused olive oil and top with Parmesan cheese.