I agree with Krushing, unless there's a reason for the compression then you don't need to use it. You could use to add more punch to a sample or even to adjust the tone of a sample.
It all depends on what you're looking for. Compare the compressed and uncompressed sample and hear the difference. As for the drums...i would recommend you do compression and some EQ. Lows, highs and boost.