Exponents simplify large calculations, making it easier to represent big numbers or very small ones, as seen in scientific notation. They are used in physics and engineering for calculations involving growth rates and decay. Exponents help in understanding powers and roots, essential for higher-level math. This concept is fundamental in data science, finance, and computing.