Stacks are linear data structures that follow the LIFO (last in, first out) principle. Elements can only be inserted or removed from one end, called the top. Common stack operations include push to add an element and pop to remove an element. Stacks have many applications, such as converting infix notation to postfix notation and evaluating postfix expressions.