An analog filter processes continuous signals to remove unwanted frequency components or to enhance desired ones, using electronic components like resistors, capacitors, and inductors. It's fundamental in shaping the frequency response of audio, radio, and various signal processing applications, ensuring signals are clear and free from interference.