Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each chapter guides you...

This book focuses on Constructability, a project management tool and its effectiveness in promotion of sustainable development and architecture. Constructability concentrates on the optimum use of construction knowledge and experience in planning, engineering, procurement and field operations to achieve overall project...

This book will change the way you think about problems. It focuses on creating solutions to all sorts of complex problems by taking a practical, problem-solving approach. It discusses not only what needs to be done, but it also provides guidance and examples of how to do it. The book applies systems thinking to systems engineering...