Energy Band Structure describes the range of Energy Levels that electrons may occupy in a solid, crucial for understanding Electrical Conductivity and Semiconductor Behavior. It results from the Quantum mechanical nature of electrons in Periodic lattices, leading to the Formation of bands and gaps that dictate Material Properties.