Fresh almond tastes completely different from the dried almond that we know and love. Fresh almonds, i.e. those that are still encased within a hard-fleshed, green shell, taste very creamy and milky. They have a less intense aroma than do dried almonds. Fresh almonds are predominantly eaten in the Mediterranean region.