Nonstandard Analysis is a mathematical framework that rigorously formalizes the use of infinitesimals, providing an alternative foundation for calculus. It extends the real number system to include 'hyperreal' numbers, allowing for intuitive reasoning about infinitely small and infinitely large quantities while retaining logical consistency with standard analysis.