Toasting walnuts is simple and you can do it in several different ways. You can just toss them in olive oil and bake them on a baking sheet in the oven for 10 minutes at 350 degrees F. Or you can toss the nuts in a bowl of butter mixed with brown sugar and cinnamon before baking them for extra sweet walnuts.