Logarithms are a way to express exponential relationships using addition instead of multiplication. They allow complex exponential calculations to be simplified by using the properties of logarithms. The common logarithm uses base 10 and is useful for pH and decibel calculations, while the natural logarithm uses the mathematical constant e as its base.