This document provides a preface and overview for a textbook on petroleum production engineering. It discusses how modern computer technologies have revolutionized the petroleum industry and motivated the authors to write this textbook. The textbook is intended to provide production engineers with guidelines for designing, analyzing, and optimizing petroleum production systems using computer-assisted approaches. It covers topics like well performance, artificial lift methods, and production enhancement techniques across 18 chapters in 4 parts. The preface provides details on the intended audience, topics covered, and goals of presenting engineering principles through examples and companion computer programs.