Introduction to Data Mining


Vipin Kumar - 2005
    Each major topic is organized into two chapters, beginning with basic concepts that provide necessary background for understanding each data mining technique, followed by more advanced concepts and algorithms.

The Subversive Copy Editor: Advice from Chicago (or, How to Negotiate Good Relationships with Your Writers, Your Colleagues, and Yourself)


Carol Fisher Saller - 2009
    Some are arcane, some simply hilarious—and one editor, Carol Fisher Saller, reads every single one of them. All too often she notes a classic author-editor standoff, wherein both parties refuse to compromise on the "rights" and "wrongs" of prose styling: "This author is giving me a fit." "I wish that I could just DEMAND the use of the serial comma at all times." "My author wants his preface to come at the end of the book. This just seems ridiculous to me. I mean, it’s not a post-face."In The Subversive Copy Editor, Saller casts aside this adversarial view and suggests new strategies for keeping the peace. Emphasizing habits of carefulness, transparency, and flexibility, she shows copy editors how to build an environment of trust and cooperation. One chapter takes on the difficult author; another speaks to writers themselves. Throughout, the focus is on serving the reader, even if it means breaking "rules" along the way. Saller’s own foibles and misadventures provide ample material: "I mess up all the time," she confesses. "It’s how I know things."Writers, Saller acknowledges, are only half the challenge, as copy editors can also make trouble for themselves. (Does any other book have an index entry that says "terrorists. See copy editors"?) The book includes helpful sections on e-mail etiquette, work-flow management, prioritizing, and organizing computer files. One chapter even addresses the special concerns of freelance editors.Saller’s emphasis on negotiation and flexibility will surprise many copy editors who have absorbed, along with the dos and don’ts of their stylebooks, an attitude that their way is the right way. In encouraging copy editors to banish their ignorance and disorganization, insecurities and compulsions, the Chicago Q&A presents itself as a kind of alter ego to the comparatively staid Manual of Style. In The Subversive Copy Editor, Saller continues her mission with audacity and good humor.

Learning to Love You More


Harrell Fletcher - 2007
    A collaboration between writer, filmmaker and artist Miranda July and Harrell Fletcher, this book brings together the best of the popular website learningtoloveyoumore.com, which asks ordinary people to contribute to assignments posted on the site and features responses that are surprising, touching, imaginative, and often hilarious.

The Chicago Manual of Style


University of Chicago Press - 1906
    That sheet grew into a pamphlet, and the pamphlet grew into a book—the first edition of the Manual of Style, published in 1906. Now in its fifteenth edition, The Chicago Manual of Style—the essential reference for authors, editors, proofreaders, indexers, copywriters, designers, and publishers in any field—is more comprehensive and easier to use than ever before.Those who work with words know how dramatically publishing has changed in the past decade, with technology now informing and influencing every stage of the writing and publishing process. In creating the fifteenth edition of the Manual, Chicago's renowned editorial staff drew on direct experience of these changes, as well as on the recommendations of the Manual's first advisory board, composed of a distinguished group of scholars, authors, and professionals from a wide range of publishing and business environments.Every aspect of coverage has been examined and brought up to date—from publishing formats to editorial style and method, from documentation of electronic sources to book design and production, and everything in between. In addition to books, the Manual now also treats journals and electronic publications. All chapters are written for the electronic age, with advice on how to prepare and edit manuscripts online, handle copyright and permissions issues raised by technology, use new methods of preparing mathematical copy, and cite electronic and online sources.A new chapter covers American English grammar and usage, outlining the grammatical structure of English, showing how to put words and phrases together to achieve clarity, and identifying common errors. The two chapters on documentation have been reorganized and updated: the first now describes the two main systems preferred by Chicago, and the second discusses specific elements and subject matter, with examples of both systems. Coverage of design and manufacturing has been streamlined to reflect what writers and editors need to know about current procedures. And, to make it easier to search for information, each numbered paragraph throughout the Manual is now introduced by a descriptive heading.Clear, concise, and replete with commonsense advice, The Chicago Manual of Style, fifteenth edition, offers the wisdom of a hundred years of editorial practice while including a wealth of new topics and updated perspectives. For anyone who works with words, whether on a page or computer screen, this continues to be the one reference book you simply must have.What's new in the Fifteenth Edition:* Updated material throughout to reflect current style, technology, and professional practice* Scope expanded to include journals and electronic publications* Comprehensive new chapter on American English grammar and usage by Bryan A. Garner (author of A Dictionary of Modern American Usage)* Updated and rewritten chapter on preparing mathematical copy* Reorganized and updated chapters on documentation, including guidance on citing electronic sources* Streamlined coverage of current design and production processes, with a glossary of key terms* Descriptive headings on all numbered paragraphs for ease of reference* New diagrams of the editing and production processes for both books and journals, keyed to chapter discussions* New, expanded Web site with special tools and features for Manual users at www.chicagomanualofstyle.org.

Ripped: How the Wired Generation Revolutionized Music


Greg Kot - 2009
    Now, more people are listening to more music from a greater variety of sources than at any time in history. And big corporations such as Viacom, Clear Channel, and Sony are no longer the sole gatekeepers and distributors, their monopoly busted by a revolution -- an uprising led by bands and fans networking on the Internet. "Ripped" tells the story of how the laptop generation created a new grassroots music industry, with the fans and bands rather than the corporations in charge. In this new world, bands aren't just musicmakers but self-contained multimedia businesses; and fans aren't just consumers but distributors and even collaborators.As the Web popularized bands and albums that previously would have been relegated to obscurity, innovative artists -- from Prince to Death Cab for Cutie -- started coming up with, and stumbling into, alternative ways of getting their music out to fans. Live music took on an even more significant role. TV shows and commercials emerged as great places to hear new tunes. Sample-based composition and mash-ups leapfrogged ahead of the industry's, and the law's, ability to keep up with them. Then, in 2007, Radiohead released an album exclusively on the Internet and allowed customers to name their own price, including $0.00. Radiohead's "it's up to you" marketing coup seized on a concept the old music industry had forgotten: the customer is always right.National radio host and critically acclaimed music journalist Greg Kot masterfully chronicles this story of how we went from $17.99 to $0.00 in less than a decade. It's a fascinating tale of backward thinking, forward thinking, and the power of music.

Why We Make Things and Why It Matters: The Education of a Craftsman


Peter Korn - 2013
    This is not a "how-to" book in any sense. Korn wants to get at the why of craft, in particular, and at the satisfactions of creative work, in general to understand their essential nature. How does the making of objects both reflect and refine our own identities? What is it about craft and creative work that makes them so rewarding? What is the nature of those rewards? How do the products of creative work inform society?

How the World Sees You: Discover Your Highest Value Through the Science of Fascination


Sally Hogshead - 2014
    It all begins with understanding how the world sees you—at your best. How the World Sees You gives you the step-by-step method to describe yourself in just two or three words. This short phrase is your Anthem, the tagline for your personality. Your Anthem guides you like a mission statement, helping you to build your team, write a LinkedIn profile, or captivate an audience.This book includes a private code to unlock one free Fascination Advantage® online assessment. Your customized online report, based on Sally Hogshead's extensive research on what fascinates listeners, will reveal how you fascinate others, includingYour top two Fascination Advantages in communication The personality Archetypes you need on your team to optimize your success The five words to describe your personality's highest valueTo become more successful, you do not have to change who you are—you have to become more of who you are. How the World Sees You reveals who you are at your best so you can create better relationships, grow your business, and become intensely valuable to those who matter most.

Interdisciplinary Interaction Design: A Visual Guide to Basic Theories, Models and Ideas for Thinking and Designing for Interactive Web Design and Dig


James Pannafino - 2012
    It addresses how people deal with words, read images, explore physical space, think about time and motion, and how actions and responses affect human behavior. Various disciplines make up interaction design, such as industrial design, cognitive psychology, user interface design and many others. It is my hope that this book is a starting point for creating a visual language to enhance the understanding of interdisciplinary theories within interaction design. The book uses concise descriptions, visual metaphors and comparative diagrams to explain each term's meaning. Many ideas in this book are based on timeless principles that will function in varying contexts.

The Craft of Research


Wayne C. Booth - 1995
    Seasoned researchers and educators Gregory G. Colomb and Joseph M. Williams present an updated third edition of their classic handbook, whose first and second editions were written in collaboration with the late Wayne C. Booth. The Craft of Research explains how to build an argument that motivates readers to accept a claim; how to anticipate the reservations of readers and to respond to them appropriately; and how to create introductions and conclusions that answer that most demanding question, “So what?” The third edition includes an expanded discussion of the essential early stages of a research task: planning and drafting a paper. The authors have revised and fully updated their section on electronic research, emphasizing the need to distinguish between trustworthy sources (such as those found in libraries) and less reliable sources found with a quick Web search. A chapter on warrants has also been thoroughly reviewed to make this difficult subject easier for researchers Throughout, the authors have preserved the amiable tone, the reliable voice, and the sense of directness that have made this book indispensable for anyone undertaking a research project.

The End of Average: How We Succeed in a World That Values Sameness


Todd Rose - 2016
    We’re a little taller or shorter than the average, our salary is a bit higher or lower than the average, and we wonder about who it is that is buying the average-priced home. All around us, we think, are the average people—with the average height, the average salary and the average house.But the average doesn’t just influence how we see ourselves—our entire social system has been built around this average-size-fits-all model. Schools are designed for the average student. Healthcare is designed for the average patient. Employers try to fill average job descriptions with employees on an average career trajectory. Our government implements programs and initiatives to serve the average person. For more than a century, we’ve believed that the best way to run our institutions is by focusing on the average person. But when you actually drill down into the numbers, you find an amazing fact: no one is average—which means that our society built for everyone is actually serving no one.In the 1950s, the American Air Force found itself with a massive problem—performance in expensive, custom-made planes was suffering terribly, with crashes peaking at seventeen in a single day. Since the state-of-the-art planes they were flying had been meticulously crafted to fit the average pilot, pilot error was assumed to be at fault. Until, that is, the Air Force investigated just how many of their pilots were actually average. The shocking answer: out of thousands of active-duty pilots, exactly zero were average. Not one. This discovery led to simple solutions (like adjustable seats) that dramatically reduced accidents, improved performance, and expanded the pool of potential pilots. It also led to a huge change in thinking: planes didn’t need to be designed for everyone—they needed to be designed so they could adapt to suit the individual flying them.The End of Average shows how success lies in customizing to our individual needs in all aspects of our lives, from the way we mark tests to the medical treatment we receive. Using principles from The Science of the Individual, it shows how we can break down the average to create individualized success that benefits everyone in the long run. It's time we stopped settling for average, and in The End of Average, Todd Rose will show you how.

The Age of Earthquakes: A Guide to the Extreme Present


Douglas Coupland - 2015
      THE AGE OF EARTHQUAKES is a quick-fire paperback, harnessing the images, language and perceptions of our unfurling digital lives. The authors offer five characteristics of the Extreme Present (see below); invent a glossary of new words to describe how we are truly feeling today; and ‘mindsource’ images and illustrations from over 30 contemporary artists. Wayne Daly’s striking graphic design  imports  the  surreal,  juxtaposed,  mashed  mannerisms  of screen to page. It’s like a culturally prescient, all-knowing email to the reader: possibly the best email they will ever read.   Welcome to THE AGE OF EARTHQUAKES, a paper portrait of Now, where the Internet hasn’t just changed the structure of our brains these past few years, it’s also changing the structure of the planet. This is a new history of the world that fits perfectly in your back pocket. 30+  artists  contributions: With  contributions  from  Farah Al Qasimi, Ed Atkins, Alessandro Bavo, Gabriele Basilico, Josh Bitelli, James Bridle, Cao Fei, Alex Mackin Dolan, Thomas Dozol, Constant Dullaart, Cecile B Evans, Rami Farook, Hans-Peter Feldmann, GCC, K-Hole, Liam Gillick, Dominique Gonzalez-Foerster, Eloise Hawser, Camille Henrot, Hu Fang, K-Hole, Koo Jeong-A, Katja Novitskova, Lara Ogel, Trevor Paglen, Yuri Patterson, Jon Rafman, Bunny Rogers, Bogosi Sekhukhuni, Taryn Simon, Hito Steyerl, Michael Stipe, Rosemarie Trockel, Amalia Ulman, David Weir, Trevor Yeung.

Mastering Digital SLR Photography


David D. Busch - 2004
    This book uniquely concentrates on creative techniques for the digital SLR photographer. Photography with Digital SLR and "SLR-like" cameras isn't exactly like conventional film SLR photography; nor is it exactly like digital photography with non-SLR cameras. DSLRs have special advantages, special features, and special problems that need to be addressed and embraced. In addition, users of these cameras tend to expect more from their photography and crave the kind of information that will let them wring every ounce of creativity out of their equipment. Anyone who has a Windows PC or Macintosh and a digital SLR camera will find advanced techniques in this book. Readers will cover various aspects of DSLRs including: why DSLRs work best for creative posing for group and individual portraits, using DSLRs to capture close-up scenes on the desktop using the digital camera's special capabilities, how to get great travel photos with a DSLR, and how to archive them when far from a computer.

AI Superpowers: China, Silicon Valley, and the New World Order


Kai-Fu Lee - 2018
    Kai-Fu Lee—one of the world’s most respected experts on AI and China—reveals that China has suddenly caught up to the US at an astonishingly rapid and unexpected pace.In AI Superpowers, Kai-Fu Lee argues powerfully that because of these unprecedented developments in AI, dramatic changes will be happening much sooner than many of us expected. Indeed, as the US-Sino AI competition begins to heat up, Lee urges the US and China to both accept and to embrace the great responsibilities that come with significant technological power.Most experts already say that AI will have a devastating impact on blue-collar jobs. But Lee predicts that Chinese and American AI will have a strong impact on white-collar jobs as well. Is universal basic income the solution? In Lee’s opinion, probably not.  But he provides a clear description of which jobs will be affected and how soon, which jobs can be enhanced with AI, and most importantly, how we can provide solutions to some of the most profound changes in human history that are coming soon.

Visual Intelligence: Sharpen Your Perception, Change Your Life


Amy E. Herman - 2015
    How could looking at Monet’s water lily paintings help save your company millions? How can checking out people’s footwear foil a terrorist attack? How can your choice of adjective win an argument, calm your kid, or catch a thief?   In her celebrated seminar, the Art of Perception, art historian Amy Herman has trained experts from many fields how to perceive and communicate better. By showing people how to look closely at images, she helps them hone their “visual intelligence,” a set of skills we all possess but few of us know how to use properly. She has spent more than a decade teaching doctors to observe patients instead of their charts, helping police officers separate facts from opinions when investigating a crime, and training professionals from the FBI, the State Department, Fortune 500 companies, and the military to recognize the most pertinent and useful information. Her lessons highlight far more than the physical objects you may be missing; they teach you how to recognize the talents, opportunities, and dangers that surround you every day.   Whether you want to be more effective on the job, more empathetic toward your loved ones, or more alert to the trove of possibilities and threats all around us, this book will show you how to see what matters most to you more clearly than ever before.

The Way Things Work


David Macaulay - 1988
    Full-color illustrations.