Fungi are classified as a separate kingdom and include organisms such as yeasts, molds, and mushrooms. They can be unicellular or multicellular and have a cell wall composed of chitin, distinguishing them from other microorganisms. Their cellular structure and growth patterns can be studied using histological techniques to diagnose infections and understand their life cycle.