Power relates directly to absolute speed. 100m sprinters are very powerful. So are footballers. Weight lifters are very strong - but not necessarily as powerful.
Power is a combination of both strength and speed of contraction. Increase either one and you increase power. Ideally, you want to increase both.
Weight training increases strength and plyometric training "converts" that strength into speed and power.