AC Circuit Analysis involves the study of circuits powered by alternating current, which changes direction periodically, as opposed to direct current. This analysis is crucial for understanding the behavior of electrical components in systems like power grids and communication networks, and it often involves techniques such as phasor analysis and impedance calculations.