Spotting bad powdered milk is pretty straightforward. If moisture has seeped inside the container, then you will see wet clumps or mold forming in the powdered milk, and when this happens, it is best to discard it. Also, if the milk has been exposed to heat, then its color will change to a yellowish shade.