Rutherford's Gold Foil Experiment was a groundbreaking scientific study conducted in 1909 that led to the discovery of the atomic nucleus. This experiment involved firing alpha particles at a thin sheet of gold foil and observing their scattering patterns, which revealed that atoms have a small, dense, positively charged nucleus at their center, fundamentally changing the understanding of atomic structure.