Amplifier classes categorize amplifiers based on their operation modes, efficiency, linearity, and application suitability. These classes, ranging from Class A to Class D and beyond, help in selecting the appropriate amplifier for specific audio, RF, or power applications by balancing trade-offs between fidelity and power consumption.