Eukaryotic cells are distinguished from prokaryotic cells primarily by the presence of a nucleus and membrane-bound organelles. Eukaryotic cells, such as those in plants, animals, and fungi, have a defined nucleus housing their genetic material. In contrast, prokaryotic cells, like bacteria, lack a nucleus and have a simpler structure. This complexity allows eukaryotic cells to carry out more specialized functions.