Data Matter Design

Data, Matter, Design presents a comprehensive overview of current design processes that rely on the input of data and use of computational design strategies, and their relationship to an array of outputs. Technological changes, through the use of computational tools and processes, have radically altered and influenced our relationship to cities and the methods by which we design architecture, urban, and landscape systems. This book presents a wide range of curated projects and contributed texts by leading architects, urbanists, and designers that transform data as an abstraction, into spatial, experiential, and performative configurations within urban ecologies, emerging materials, robotic agents, adaptive fields, and virtual constructs. Richly illustrated with over 200 images, Data, Matter, Design is an essential read for students, academics, and professionals to evaluate and discuss how data in design methodologies and theoretical discourses have evolved in the last two decades and why processes of data collection, measurement, quantification, simulation, algorithmic control, and their integration into methods of reading and producing spatial conditions, are becoming vital in academic and industry practices.

“Definitely, a game changer! Design experience is the power shift to our era what mass marketing was to the last century.” John Sculley former CEO, Pepsi and Apple “Great design is about creating a deep relationship with your customers. If you don’t, you’re roadkill. This book shows you how and much, much more. Be prepared to have your mind blown.” Bill Burnett Executive Director, Design Program, Stanford University “Design is the last great differentiator, and yet so few really understand it. Do You Matter? offers a marvelous series of direct, in-your-face observations and drives home the means to an absolutely integrated design strategy.” Ray Riley Design GM, Entertainment and Devices, Microsoft “This book will challenge you to ask and answer what arguably are the most important questions an executive can ponder today. So open up.” Noah Kerner CEO, Noise and coauthor, Chasing Cool More and more companies are coming to understand the competitive advantage offered by outstanding design. With this, you can create products, services, and experiences that truly matter to your customers' lives and thereby drive powerful, sustainable improvements in business performance. But delivering great designs is not easy. Many companies accomplish it once, or twice; few do it consistently. The secret: building a truly design-driven business, in which design is central to everything you do. Do You Matter? shows how to do precisely that. Legendary industrial designer Robert Brunner (who laid the groundwork for Apple's brilliant design language) and Stewart Emery (Success Built to Last) begin by making an incontrovertible case for the power of design in making emotional connections, deepening relationships, and strengthening brands. You'll learn what it really means to be "design-driven" and how that translates into action at Nike, Apple, BMW and IKEA. You'll learn design-driven techniques for managing your entire experience chain; define effective design strategies and languages; and learn how to manage design from the top, encouraging "risky" design innovations that lead to entirely new markets. The authors show how (and how not) to use research; how to extend design values into marketing, manufacturing, and beyond; and how to keep building on your progress, truly "baking" design into all your processes and culture.

A pocket guide to meaningful design in seven steps.

This visually stunning investigation of natural and man-made materials will change the way you look at the world around you, while offering hope for the future of our planet. What does it mean to live in a material world, and how do materials of the past and present hold the keys to our future? This book tackles these questions by focusing on various issues that human beings face and by discussing potential materials-related solutions. Through the lens of intriguing projects by designers, artists, makers, and scientists, it presents a colorful panoply of ideas, technologies, and creative efforts that focus on the earth's most basic elements, while also showing how these elements can be transformed into entirely new materials. It explores, for example, how ancient practices such as dyeing fabric and making glue may hold the secret to renewable and earth-friendly consumer products, as well as how recycling plastics can tackle food waste, and how a type of light metal being developed may one day make air travel less fuel-reliant. This book also investigates the potential of the digital experience, suggesting how this most ephemeral type of matter can be used to improve our world. Eye-catching and provocative, Why Materials Matter serves as both a stimulating catalog of possibilities and a timely manifesto on how to consume, manufacture, and design for a better future.

A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLAB®.

Data mapping in a data warehouse is the process of creating a link between two distinct data models’ (source and target) tables/attributes. Data mapping is required at many stages of DW life-cycle to help save processor overhead; every stage has its own unique requirements and challenges. Therefore, many data warehouse professionals want to learn data mapping in order to move from an ETL (extract, transform, and load data between databases) developer to a data modeler role. Data Mapping for Data Warehouse Design provides basic and advanced knowledge about business intelligence and data warehouse concepts including real life scenarios that apply the standard techniques to projects across various domains. After reading this book, readers will understand the importance of data mapping across the data warehouse life cycle. Covers all stages of data warehousing and the role of data mapping in each Includes a data mapping strategy and techniques that can be applied to many situations Based on the author’s years of real-world experience designing solutions

Strategic design is about applying the principles of traditional design to "big picture" systemic challenges such as healthcare, education and the environment. It redefines how problems are approached and aims to deliver more resilient solutions. In this short book, Dan Hill outlines a new vocabulary of design, one that needs to be smuggled into the upper echelons of power. He asserts that, increasingly, effective design means engaging with the messy politics - the "dark matter" - taking place above the designer's head. And that may mean redesigning the organisation that hires you.

This engaging and clearly written textbook/reference provides a must-have introduction to the rapidly emerging interdisciplinary field of data science. It focuses on the principles fundamental to becoming a good data scientist and the key skills needed to build systems for collecting, analyzing, and interpreting data. The Data Science Design Manual is a source of practical insights that highlights what really matters in analyzing data, and provides an intuitive understanding of how these core concepts can be used. The book does not emphasize any particular programming language or suite of data-analysis tools, focusing instead on high-level discussion of important design principles. This easy-to-read text ideally serves the needs of undergraduate and early graduate students embarking on an “Introduction to Data Science” course. It reveals how this discipline sits at the intersection of statistics, computer science, and machine learning, with a distinct heft and character of its own. Practitioners in these and related fields will find this book perfect for self-study as well. Additional learning tools: Contains “War Stories,” offering perspectives on how data science applies in the real world Includes “Homework Problems,” providing a wide range of exercises and projects for self-study Provides a complete set of lecture slides and online video lectures at www.data-manual.com Provides “Take-Home Lessons,” emphasizing the big-picture concepts to learn from each chapter Recommends exciting “Kaggle Challenges” from the online platform Kaggle Highlights “False Starts,” revealing the subtle reasons why certain approaches fail Offers examples taken from the data science television show “The Quant Shop” (www.quant-shop.com)

Successful web design teams depend on clear communication between developers and their clients—and among members of the development team. Wireframes, site maps, flow charts, and other design diagrams establish a common language so designers and project teams can capture ideas, track progress, and keep their stakeholders informed. In this all new edition of Communicating Design, author and information architect Dan Brown defines and describes each deliverable, then offers practical advice for creating the documents and using them in the context of teamwork and presentations, independent of methodology. Whatever processes, tools, or approaches you use, this book will help you improve the creation and presentation of your wireframes, site maps, flow charts, and other deliverables. The book now features: An improved structure comprising two main sections: Design Diagrams and Design Deliverables. The first focuses on the nuts and bolts of design documentation and the second explains how to pull it all together. New deliverable: design briefs, as well as updated advice on wireframes, flow charts, and concept models. More illustrations, to help designers understand the subtle variations and approaches to creating design diagrams. Reader exercises, for those lonely nights when all you really want to do is practice creating wireframes, or for use in workshops and classes. Contributions from industry leaders: Tamara Adlin, Stephen Anderson, Dana Chisnell, Nathan Curtis, Chris Fahey, James Melzer, Steve Mulder, Donna Spencer, and Russ Unger. “As an educator, I have looked to Communicating Design both as a formal textbook and an informal guide for its design systems that ultimately make our ideas possible and the complex clear.” —Liz Danzico, from the Foreword

This book looks into the basics of simplicity and researches more in depth three aspects of simplicity in design.