Stacks are data structures that follow the last-in, first-out (LIFO) principle. Elements are inserted and removed from the top of the stack. Common operations include push, which adds an element to the top, and pop, which removes the top element. Stacks have applications in expression evaluation, recursion, and parsing. They can be implemented using arrays or linked lists.