A discrete probability distribution is defined over a set value (such as a value of 1 or 2 or 3, etc).
A continuous probability distribution is defined over an infinite number of points (such as all...
Strictly speaking, there are no cons because they are defined for discrete variables only. The only con that I could think of is the difficulty evaluating the moments and other probabilities for some...