Stochasticity refers to the Inherent randomness and Unpredictability in processes, often modeled using Probability Theory to account for Variability and uncertainty. It is crucial in Fields like physics, biology, and finance, where systems are influenced by Random Variables and noise, requiring Statistical Tools for Analysis And Prediction.