Objectives: This tutorial is an introduction to curve fitting, the study of ways of constructing functions whose graphs are curves that "best" approximates a given collection of points. We consider approximations by linear functions, polynomials of degree 2 or 3 and exponential functions using the method of least squares. After working through these materials, the student should be able