A stack is a last-in/first-out data structure that allows operations such as push (insert), pop (remove), peek (view top element), isfull, and isempty. Stacks can be implemented using arrays or linked lists, with specific methods to handle operation complexities. Implementation involves checking conditions like stack fullness and emptiness for successful push and pop operations.