Cumulative Distribution Functions (CDFs) are essential tools utilized in probability and statistics to quantify the probability that a random variable will take here on a value less than or equal to a specific point. In essence, a CDF provides a aggregated summary of the probability distribution, showing how probabilities grow as we move along the