Stochastic calculus is a branch of mathematics that extends the concepts of differentiation and integration to stochastic processes, which are mathematical models of systems evolving randomly over time. It provides the essential theoretical framework and analytical tools, such as stochastic integrals and stochastic differential equations, for modeling and analyzing complex phenomena influenced by inherent randomness, with significant applications in fields ranging from quantitative finance and physics to biology and engineering.