To operate the MQ2 gas sensor module, connect it to a 5V power supply, which will activate the Power LED. Allow the sensor to preheat before taking measurements. When detecting gas, the Output LED will illuminate once the gas concentration reaches a certain threshold, which can be adjusted using the onboard potentiometer. Additionally, you can monitor varying gas concentrations by reading the Analog Output, allowing your program to respond to different gas levels accordingly.