Atomic orbitals are regions around the nucleus of an atom where there is a high probability of finding an electron. These orbitals are defined by quantum numbers and come in different shapes and sizes, such as s, p, d, and f orbitals. Understanding atomic orbitals is crucial in the field of quantum mechanics and is foundational for the study of nanotechnology.