It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and surveil. This potential for good, on the one hand, and harm, on the other, makes it essential to ask: Data science by whom? Data science for whom? Data science with whose interests in mind? The narratives around big data and data science are overwhelmingly white, male, and techno-heroic. In Data Feminism, Catherine D'Ignazio and Lauren Klein present a new way of thinking about data science and data ethics—one that is informed by intersectional feminist thought.Illustrating data feminism in action, D'Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever “speak for themselves.”Data Feminism offers strategies for data scientists seeking to learn how feminism can help them work toward justice, and for feminists who want to focus their efforts on the growing field of data science. But Data Feminism is about much more than gender. It is about power, about who has it and who doesn't, and about how those differentials of power can be challenged and changed.

    With subjects that both reflect the zeitgeist and contribute to its creation, each exhibi­tion—from 2005’s Chanel, to 2011’s Alexander McQueen: Savage Beauty and 2013’s Punk—creates a provocative and engaging narrative attracting hundreds of thousands of visitors. The show’s opening-night gala, produced in collaboration with Vogue magazine and attended by the likes of Beyoncé, George Clooney, and Hillary Clinton, is regularly referred to as the Party of the Year.Covering the Costume Institute’s history and highlighting exhibitions of the 21st century curated by Harold Koda and Andrew Bolton, this book offers insider access of the first order. Anchored by photo­graphs from the exhibitions themselves in tandem with the Vogue fashion shoots they inspired, it also includes images of exhibited objects and party photos from the galas. Drawn from the extensive Vogue archives, the featured stories showcase the photographs of icons such as Annie Leibovitz, Mario Testino, Steven Meisel, and Craig McDean; the vision of legendary Vogue editors like Grace Coddington and Tonne Goodman; and the knowledge and wit of writers such as Hamish Bowles and Jonathan Van Meter.

    Edited by the Sustainability Institute’s Diana Wright, this essential primer brings systems thinking out of the realm of computers and equations and into the tangible world, showing readers how to develop the systems-thinking skills that thought leaders across the globe consider critical for 21st-century life.Some of the biggest problems facing the world—war, hunger, poverty, and environmental degradation—are essentially system failures. They cannot be solved by fixing one piece in isolation from the others, because even seemingly minor details have enormous power to undermine the best efforts of too-narrow thinking.While readers will learn the conceptual tools and methods of systems thinking, the heart of the book is grander than methodology. Donella Meadows was known as much for nurturing positive outcomes as she was for delving into the science behind global dilemmas. She reminds readers to pay attention to what is important, not just what is quantifiable, to stay humble, and to stay a learner.In a world growing ever more complicated, crowded, and interdependent, Thinking in Systems helps readers avoid confusion and helplessness, the first step toward finding proactive and effective solutions.

    Designers are no different, but there are not many resources available that concentrate on these necessary soft-skills. This book provides practical and actionable insights to help your team give and receive constructive criticism. For managers, this book discusses proven tools to set a foundation for your team to stay focused on overall goals, and how to handle negative critiques. As an added bonus, the book also includes a Critique Cheat Sheet so you can quickly reference strategies and tools from top industry experts.

    Burn Your Portfolio teaches the real-world practices, professional do's and don'ts, and unwritten rules of business that most designers, photographers, web designers, copy writers, programmers, and architects only learn after putting in years of experience on the job.Michael Janda, owner of the Utah-based design firm Riser, uses humor to dispense nugget after nugget of hard-won advice collected over the last decade from the personal successes and failures he has faced running his own agency. In this surprisingly funny, but incredibly practical advice guide, Janda's advice on teamwork and collaboration, relationship building, managing clients, bidding work, production processes, and more will resonate with creative professionals of all stripes.

    Signs are amazingly diverse: from simple road signs that point to a destination, to smoke that warns us of fire, to the culturally-conditioned symbols buried within art and literature. Our reading of signs is very much a part of everyday life. Yet semiotics is often perceived as a mysterious science. This introductory book decodes themystery of semiotics using visual examples instead of abstract theory.Divided into 75 key semiotic concepts, each section of the book begins with a single image or sign, accompanied by a question that invites us to interpret what we are seeing. Turning the page, we can compare our response with the theory behind the sign. In this way, we actively engage in creative thinking. Read straight through or dipped into regularly, thisbook provides practical examples of how meaning is made in contemporary culture.

    Hackett, President and CEO, SteelcaseAn inspiring guidebook filled with ways to alter space to fuel creative work and foster collaboration.Based on the work at the Stanford University d.school and its Environments Collaborative Initiative, Make Space is a tool that shows how space can be intentionally manipulated to ignite creativity. Appropriate for designers charged with creating new spaces or anyone interested in revamping an existing space, this guide offers novel and non-obvious strategies for changing surroundings specifically to enhance the ways in which teams and individuals communicate, work, play--and innovate.Inside are: Tools--tips on how to build everything from furniture, to wall treatments, and rigging Situations--scenarios, and layouts for sparking creative activities Insights--bite-sized lessons designed to shortcut your learning curve Space Studies--candid stories with lessons on creating spaces for making, learning, imagining, and connecting Design Template--a framework for understanding, planning, and building collaborative environments Make Space is a new and dynamic resource for activating creativity, communication and innovation across institutions, corporations, teams, and schools alike. Filled with tips and instructions that can be approached from a wide variety of angles, Make Space is a ready resource for empowering anyone to take control of an environment.

    This handbook equips people in various lines of work to become more innovative. It provides specific guidance for bringing new and lasting value into the world. The key ingredient to successful innovation is the everyday practice of Human-Centered Design: the discipline of developing solutions in the service of people. Every story of a good innovation—whether it's a new product, a new service, a new business model or a new form of governance—begins and ends with people. It starts with careful discernment of human needs, and concludes with solutions that meet or exceed personal expectations. This handbook is your essential resource for innovation. It's a compact reference book describing thirty-six methods of Human-Centered Design, organized by way of three key design skills: - Looking: Methods for observing human experience - Understanding: Methods for analyzing challenges and opportunities - Making: Methods for envisioning future possibilities Each featured method includes a brief description; a pictorial example; a listing of benefits; a sampling of method combinations; and a quick guide with helpful hints for initial application. The full collection of methods is small enough to digest quickly, yet large enough to address myriad challenges. This book does not prescribe a formulaic innovation process. Rather, it introduces a versatile set of methods for practicing Human-Centered Design as a daily discipline in order to be more innovative and drive sustainable growth. Learn more at: luma-institute.com

    It’s what we’re good at. However, designing the career we want, with the freedom, flexibility, and pay we crave, that’s more difficult. All of the above is within your grasp if you’re willing to take the plunge into freelancing. School of Motion founder Joey Korenman worked in every kind of Motion Design role before discovering that freelancing offered him not only more autonomy but also higher pay, less stress, and more creativity. Since then, he’s taught hundreds of School of Motion students his playbook for becoming a six-figure freelancer. Now he shares his experience and advice on breaking out of the nine-to-five mold in this comprehensive and tactical handbook. The Freelance Manifesto offers a field guide for Motion Design professionals looking to make the leap to freelance in two clear and concise parts. The first examines the goals, benefits, myths, and realities of the freelance lifestyle, while the second provides future freelancers with a five-step guide to launching and maintaining a solo business, including making contact, selling yourself, closing the deal, being indispensable, and becoming a lucrative enterprise. If you’re feeling stifled by long hours, low-paying gigs, and an unfulfilling career, make the choice to redesign yourself as a freelancer—and, with the help of this book and some hard work, reclaim your time, independence, and inspiration for yourself.

    With conventional solutions failing, a new culture of decision-making is called for. 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.

    Whether you’re enraged by Ikea’s Verdanagate, want to know what the Beach Boys have in common with easy Jet or why it’s okay to like Comic Sans, Just My Type will have the answer. Learn why using upper case got a New Zealand health worker sacked. Refer to Prince in the Tafkap years as a Dingbat (that works on many levels). Spot where movies get their time periods wrong and don’t be duped by fake posters on eBay. Simon Garfield meets the people behind the typefaces and along the way learns why some fonts – like men – are from Mars and some are from Venus. From type on the high street and album covers, to the print in our homes and offices, Garfield is the font of all types of knowledge.

    Unfortunately, when the basic rules of design are ignored in an effort to be distinctive, design becomes useless. In language, a departure from the rules is only appreciated as great literature if recognition of the rules underlies the text. Graphic design is a "visual language," and brilliance is recognized in designers whose work seems to break all the rules, yet communicates its messages clearly.This book is a fun and accessible handbook that presents the fundamentals of design in lists, tips, brief text, and examples. Chapters include Graphic Design: What It Is; What Are They and What Do They Do?; 20 Basic Rules of Good Design; Form and Space-The Basics; Color Fundamentals; Choosing and Using Type; The World of Imagery; Putting it All Together?Essential Layout Concepts; The Right Design Choices: 20 Reminders for Working Designers; and Breaking the Rules: When and Why to Challenge all the Rules of this Book.

    Sixteen accomplished contributors—including calligraphers, painters, collagists, card makers, fiber artists, and graphic designers—give their personal perspectives on lettering. They all offer their favorite tools, how they use them, their signature technique with step-by-step instructions and photos, and an alphabet sampler of their own font. Gorgeous gallery images of each contributors work are also included. Contributors include:Andy Ainger   •   Francois Begnez   •   Flora Chang   •   Barbara Close   •   Philippe Debongnie   •  Karyn Denten   •   Aimee Dolich   •   Lisa Engelbrecht   •   Pam Garrison  •   Stine Kaasa   •   Rhianna Lederman   •   Martha Lever   •   Linda Schneider   •   Jessica Swift   •   Madeline Tomkins   •   Lori Vilegen   •

    This compilation introduces a new wave of young designers who are rediscovering the stylistic elements reminiscent of classic graphic design such as silkscreen printing, classical typography, hand lettering, woodcutting and folk art and integrating them into their work. Inspired by 20th Century American legends such as Saul Bass, Charley Harper and Alexander Girard, the burgeoning designers and their work showcased this in this book are inspiring, ranging from illustrations, poster art, editorials, book covers and record sleeves to stationary and textiles."

    These essays reveal objects as emotional and intellectual companions that anchor memory, sustain relationships, and provoke new ideas. These days, scholars show new interest in the importance of the concrete. This volume's special contribution is its focus on everyday riches: the simplest of objects--an apple, a datebook, a laptop computer--are shown to bring philosophy down to earth. The poet contends, "No ideas but in things." The notion of evocative objects goes further: objects carry both ideas and passions. In our relations to things, thought and feeling are inseparable.Whether it's a student's beloved 1964 Ford Falcon (left behind for a station wagon and motherhood), or a cello that inspires a meditation on fatherhood, the intimate objects in this collection are used to reflect on larger themes--the role of objects in design and play, discipline and desire, history and exchange, mourning and memory, transition and passage, meditation and new vision.In the interest of enriching these connections, Turkle pairs each autobiographical essay with a text from philosophy, history, literature, or theory, creating juxtapositions at once playful and profound. So we have Howard Gardner's keyboards and Lev Vygotsky's hobbyhorses; William Mitchell's Melbourne train and Roland Barthes' pleasures of text; Joseph Cevetello's glucometer and Donna Haraway's cyborgs. Each essay is framed by images that are themselves evocative. Essays by Turkle begin and end the collection, inviting us to look more closely at the everyday objects of our lives, the familiar objects that drive our routines, hold our affections, and open out our world in unexpected ways.