Almonds are versatile and nutritious nuts derived from the seeds of the fruit of the almond tree. They come in two main varieties: sweet almonds and bitter almonds. Sweet almonds are commonly consumed, while bitter almonds are used in flavoring and are often processed to remove toxins.