Sweet and bitter almonds provide oils for a variety of uses, from cooking to skin care. Sweet almonds are the source of almond oil. Sweet almond oil is used as a carrier oil and as as base for skin lotions. Bitter almonds produce Amaretto and cooking oil. The various oils that are produced from bitter and sweet almonds offer a beneficial and sometimes delicious array of uses.