A regular light bulb uses a heated filament (small length of tungsten) to generate light. The bulb contains no air so that the filament will not burn out right away.
A fluorescent bulb uses a tube filled with a certain kind of gas. As electricity as passed through the gas, it gives off energetic particles that hit a coating on the inside of the glass, which gives off light.