The concept of nonparametric smoothing is a central idea in statistics that aims to simultaneously estimate and modes the underlying structure.The aim of this monograph is to present the statistical and mathematical principles of smoothing with a focus on applicable techniques. The necessary mathematical treatment is easily understandable and a wide variety of interactive smoothing examples are given.