While you can eat a sweet potato raw, I recommend using a cooked one for a smoothie. You can actually batch-cook sweet potatoes and then freeze them in single servings for future use; it's easy! Just bake at 400°F for 45 minutes or until fork tender. Or microwave for five minutes. Just make sure to poke holes in the potatoes so they don't explode while baking.