Analog circuits process continuous signals and are characterized by their ability to handle varying signal amplitudes, while digital circuits work with discrete signals, typically using binary code for data representation. The choice between analog and digital circuits depends on factors like signal fidelity, noise tolerance, and application requirements, with digital circuits often preferred for modern computing and communication systems due to their robustness and scalability.