A stack is a linear data structure that follows the LIFO (last in, first out) principle. Elements are inserted and removed from only one end, called the top. Common stack operations include push to insert an element, pop to remove an element, and peep to view elements. The program implements these operations using an array and tracks the top index, inserting and removing elements at that position.