Yes, if you prefer to bake the shrimp, you can certainly do so. Preheat the oven to 400 degrees F. Once the shrimp are done marinating, pour the shrimp mixture into a baking dish. Bake for 12-15 minutes, or until the shrimp are pink and cooked through, being careful not to over cook them.