Deuteromycota are imperfect fungi that reproduce asexually through conidia. They were classified as imperfect because scientists never observed their sexual reproduction phase. While they lack observable sexual reproduction, they display hyphae and asexual spore structures similar to other fungi. Examples include black mold, athlete's foot fungi, and Penicillium species important in food and medicine.