Load line analysis is a graphical technique used to determine the operating point of a device, such as a transistor or FET, in a circuit. It helps visualize the relationship between the output voltage and output current while taking into account the load resistance. This analysis is crucial for understanding how devices like FETs and BJTs operate in various configurations, influencing aspects like DC biasing and overall amplifier performance.