A logarithm is the inverse operation to exponentiation, meaning it finds the exponent as the power to which a base number must be raised to produce a given number. Logarithms transform multiplicative processes into additive ones, simplifying complex calculations and helping to understand exponential growth or decay in various scientific fields.