Fermi energy is the highest energy level that electrons occupy at absolute zero temperature in a solid, crucial for understanding the electronic properties of metals and semiconductors. It determines the distribution of electrons in energy levels and influences electrical conductivity, heat capacity, and other physical properties of materials.