Bowker and Susan Leigh Star explore the role of categories and standards in shaping the modern world. In a clear and lively style, they investigate a variety of classification systems, including the International Classification of Diseases, the Nursing Interventions Classification, race classification under apartheid in South Africa, and the classification of viruses and of tuberculosis.The authors emphasize the role of invisibility in the process by which classification orders human interaction. They examine how categories are made and kept invisible, and how people can change this invisibility when necessary. They also explore systems of classification as part of the built information environment. Much as an urban historian would review highway permits and zoning decisions to tell a city's story, the authors review archives of classification design to understand how decisions have been made. Sorting Things Out has a moral agenda, for each standard and category valorizes some point of view and silences another. Standards and classifications produce advantage or suffering. Jobs are made and lost; some regions benefit at the expense of others. How these choices are made and how we think about that process are at the moral and political core of this work. The book is an important empirical source for understanding the building of information infrastructures.

    The book has the hallmark features for which Lippincott's Illustrated Reviews volumes are so popular: an outline format, over 600 full-color illustrations, end-of-chapter summaries, review questions, plus an entire section of clinical case studies with full-color illustrations. This edition's medical/clinical focus has been sharpened to provide a high-yield review. Five additional case studies have been included, bringing the total to nineteen. Review questions have been reformatted to comply with USMLE Step 1 style, with clinical vignettes.

    Critics everywhere have hailed this book as a classic in the making.

    You can not study human nature from a book, you must study yourself and your neighbors. This book may help you to know what to look for and to understand what you find, but it can do little more than this. It is true, this text gives you many facts learned by psychologists, but you must verify the statements, or at least see their significance to you, or they will be of no worth to you. However, the facts considered here, properly understood and assimilated, ought to prove of great value to you. But perhaps of greater value will be the psychological frame of mind or attitude which you should acquire. The psychological attitude is that of seeking to find and understand the causes of human action, and the causes, consequences, and significance of the processes of the human mind. If your first course in psychology teaches you to look for these things, gives you some skill in finding them and in using the knowledge after you have it, your study should be quite worth while.

    This volume also features increased coverage of computational modelling, discussions of prominent methodological advances and an enhanced art programme.

    How can we catch schools that cheat on standardized tests? How does Netflix know which movies you’ll like? What is causing the rising incidence of autism? As best-selling author Charles Wheelan shows us in Naked Statistics, the right data and a few well-chosen statistical tools can help us answer these questions and more.For those who slept through Stats 101, this book is a lifesaver. Wheelan strips away the arcane and technical details and focuses on the underlying intuition that drives statistical analysis. He clarifies key concepts such as inference, correlation, and regression analysis, reveals how biased or careless parties can manipulate or misrepresent data, and shows us how brilliant and creative researchers are exploiting the valuable data from natural experiments to tackle thorny questions.And in Wheelan’s trademark style, there’s not a dull page in sight. You’ll encounter clever Schlitz Beer marketers leveraging basic probability, an International Sausage Festival illuminating the tenets of the central limit theorem, and a head-scratching choice from the famous game show Let’s Make a Deal—and you’ll come away with insights each time. With the wit, accessibility, and sheer fun that turned Naked Economics into a bestseller, Wheelan defies the odds yet again by bringing another essential, formerly unglamorous discipline to life.

    Each case includes an extended discussion, definition of terms, clinical pearls, and USMLE format review questions. This interactive learning system helps you understand essential concepts instead of memorizing facts.

    Indeed, the brain's power is being confirmed every day in new studies and research. But there is a brain we don't generally hear about, a brain we might not want to hear about…the "prima donna within."Exposing the mind's deceptions and exploring how the mind defends and glorifies the ego, Dr. Cordelia Fine illustrates the brain's tendency to self-delusion. Whether it be hindsight bias, wishful thinking, unrealistic optimism, or moral excuse-making, each of us has a slew of inborn mind-bugs and ordinary prejudices that prevent us from seeing the truth about the world and ourselves. With fascinating studies to support her arguments, Dr. Fine takes us on an insightful, rip-roaringly funny tour through the brain you never knew you had.

    It rejoices in men and women made of the Wrong Stuff: writers who believed in the power of words, but could never quite find the rights ones; artists and performers who indulged their creative impulse with a passion, if not a sense of the ridiculous, an eye for perspective or the ability to hold down a tune; scientists and businessmen who never quite managed to quit while they were ahead; and sportsmen who seemed to manage always to snatch defeat from the jaws of victory. Like Walter Oudney, one of three men chosen to find the source of the River Niger in Africa, who could not ride a horse, nor speak any foreign languages and who had never travelled more than 30 miles beyond his native Edinburgh; or the explorer-priest Michel Alexandre de Baize, who set off to explore the African continent from east to west equipped with 24 umbrellas, some fireworks, two suits of armor, and a portable organ; or the Scottish army which decided to invade England in 1349 - during the Black Death. Entries include: briefest career in dentistry; least successful bonding exercise; most futile attempt to find a lost tribe; most pointless lines of research by someone who should have known better; least successful celebrity endorsement; least convincing excuse for a war; worst poetic tribute to a root vegetable; least successful display of impartiality by a juror; Devon Loch - sporting metaphor for blowing un unblowable lead; least dignified exit from office by a French president; and least successful expedition by camel.

    It is the technology behind photo tagging systems at Facebook and Google, self-driving cars, speech recognition systems on your smartphone, and much more.In particular, Deep learning excels at solving machine perception problems: understanding the content of image data, video data, or sound data. Here's a simple example: say you have a large collection of images, and that you want tags associated with each image, for example, "dog," "cat," etc. Deep learning can allow you to create a system that understands how to map such tags to images, learning only from examples. This system can then be applied to new images, automating the task of photo tagging. A deep learning model only has to be fed examples of a task to start generating useful results on new data.

    What exactly makes us tick? For many people, the question may have only popped up in their heads from time to time, though it’s not hard to imagine such a question has also led to many a sleepless night as some naturally curious people are very often compelled to wonder.Whether you belong to the first or the second group of people, wonder no more as this book will provide you the answer to the question “Why do we do what we do?” Through extensive, detailed, and well-researched facts and other information, Sociology: A Practical Understanding of Why We Do What We Do aims to explain the uniqueness of human behavior as well as the tendency of people to act the way they act under different circumstances—either driven by instinct or after much thought—despite the notion of free will which is perhaps the one thing that separates us from all other living creatures.Yes, we human beings are still free to act as we please, but considering the growing influence of our surroundings, it may be surprising to know just how much freedom we get to exercise in any given situation (though that’s not necessarily a bad thing as this book will also explain).