The Volterra integral equation is a type of integral equation where the integration is performed over a variable limit, often used to model systems with memory or hereditary properties. They are classified into two types, Volterra integral equations of the first kind and the second kind, and are integral in solving problems in fields such as physics, biology, and engineering.