Diodes are crucial in electronics, allowing current to flow in one direction. The video explains vacuum diodes, discovered through thermionic emission, and semiconductor diodes, which are smaller, more efficient, and faster. It highlights the differences between n-type and p-type semiconductors, and mentions various diode types, including LEDs, for future exploration.