There are four classes of large biological molecules: proteins, lipids, carbohydrates, and nucleic acids. They are all organic, containing carbon, hydrogen, and oxygen, and sometimes other elements like nitrogen and phosphorus. Carbohydrates include sugars and starches, lipids include fats and oils, proteins are made of amino acids and perform structural and functional roles, and nucleic acids like DNA and RNA carry genetic information and aid in protein synthesis.