The standard part map is a mathematical function used in non-standard analysis to associate each finite hyperreal number with the unique real number that is infinitely close to it. This function is crucial for bridging the gap between hyperreal numbers and real numbers, allowing for the rigorous application of calculus concepts in a non-standard framework.