Formula milk - 3 weeks

I’m assuming you’re talking about milk powder, so I’m basing my explanation below based on milk powder. By putting it in the fridge, you might expose it to the possibility of clumping when you open it, which would spoil it even faster. What you can try to do is to store the powder in a cool, dry place to help prolong its life. Of course try to finish it soon once open.