The goal of this paper is to promote the use fixed point strategies in data science by showing that they provide a simplifying and unifying framework model, analyze, solve great variety problems. They are seen constitute natural environment explain behavior advanced convex optimization methods as well recent nonlinear which formulated terms paradigms go beyond minimization concepts involve cons...