A random system exists if you do something the same way each time with a different outcome. The outcome of a random system can be a real number.
For calculations of probability and statistics, infinite, continuous real random variables have their values grouped into intervals defined by ranges of values, to allow them to be counted.
Probability density functions are used to find probabilities for continuous random variables. A probability density function can take any shape as long as the area under the function equals one.