The signature of a path is a mathematical tool used to uniquely characterize the path by capturing its geometric shape through a series of iterated integrals. This allows for efficient comparison, analysis, and manipulation of complex paths in both theoretical and applied areas such as data science, machine learning, and stochastic analysis.