Cumulative Distribution Functions (CDFs) are vital tools utilized in probability and statistics to measure the chance that a numerical value will take on a number less than or equal to a given point. In essence, a CDF provides a aggregated summary of the probability distribution, showing how probabilities grow as we move along the range of possible