Logarithms are exponents that indicate the power to which a base number must be raised to equal the original number. John Napier introduced logarithms in the early 17th century as a way to simplify calculations. Logarithms have many applications in fields like science, engineering, mathematics, psychology, and music. They allow complex calculations to be performed more easily.