A Probability Density Function (PDF) is a function that describes the likelihood of a continuous random variable taking on a particular value, where the area under the curve represents the probability of the variable falling within a given range. The total area under the PDF curve equals one, ensuring that it accounts for all possible outcomes of the variable.