Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking

by Foster Provost

a model is a simplified representation of reality created to serve a purpose. It is simplified based on some assumptions about what is and is not important for the specific purpose, or sometimes based on constraints on information or tractability.