To make sweet potato puree, simply preheat oven to 400 degrees F. Pierce the skin of your sweet potatoes several times and place in an ovenproof dish. Bake for 45 to 60 minutes turning on occasion until soft. Remove from the oven, slice lengthwise and scoop out cooked flesh. Mash until smooth.