A state machine is a mathematical model used to design systems that can transition between different states based on specific events or conditions. In a state machine, a system can be in a particular state at a given time and transition to another state when an event occurs. State machines are often represented by state diagrams, where states are depicted as nodes and transitions between states are shown as arrows.