This document discusses design of experiments (DOE) and provides examples of how it can be applied. It introduces different types of experimental designs including single-factor, factorial, fractional factorial designs. It also discusses screening experiments to identify important factors and response surface methodology for optimization. Examples are provided on how to design a golf experiment to optimize a player's score using DOE techniques.