A random variable is a function that assigns a real number to each outcome in the sample space of a random experiment.
To describe the behavior of a random variable, we need to assign probabilities to its possible values.
Discrete probability distributions include distributions like the binomial distribution, while continuous distributions describe data that can take any value within a range.
Understanding concepts of probability distribution is essential for making informed decisions and predictions in various fields.