A stack is a data structure that operates on a last in, first out (LIFO) principle, allowing insertion and deletion at one end called the top. Stack operations include push, pop, top, size, isempty, and isfull, and it can be implemented using arrays or linked lists, each with its advantages and disadvantages. The document also outlines various applications of stacks such as balancing symbols, expression evaluation, and managing function calls.