I understand that PDF is a derivative of CDF and hence CDF is the integral of PDF. But I don't understand the difference between PDF and simply probability? What exactly is the differece? What extra things does PDF tell us which simple probability does not?
For example, we toss a coin and a head comes. Probability of it is 1/2. What's PDF in this case?