But, if you type in "white girls," the results are radically different. The suggested porn sites and un-moderated discussions about "why black women are so sassy" or "why black women are so angry" presents a disturbing portrait of black womanhood in modern society.In Algorithms of Oppression, Safiya Umoja Noble challenges the idea that search engines like Google offer an equal playing field for all forms of ideas, identities, and activities. Data discrimination is a real social problem; Noble argues that the combination of private interests in promoting certain sites, along with the monopoly status of a relatively small number of Internet search engines, leads to a biased set of search algorithms that privilege whiteness and discriminate against people of color, specifically women of color.Through an analysis of textual and media searches as well as extensive research on paid online advertising, Noble exposes a culture of racism and sexism in the way discoverability is created online. As search engines and their related companies grow in importance - operating as a source for email, a major vehicle for primary and secondary school learning, and beyond - understanding and reversing these disquieting trends and discriminatory practices is of utmost importance.An original, surprising and, at times, disturbing account of bias on the internet, Algorithms of Oppression contributes to our understanding of how racism is created, maintained, and disseminated in the 21st century.

    This includes further education, adult and community learning, work-based learning, the forces and offender learning and skills. It is easy to read with plenty of practical activities and examples throughout and the content is fully linked to the Teacher Training Standards. Please note: This book has since been updated to reflect the new title of the qualification: The Award in Education and Training.The qualification unit content contained in the appendices has since changed, and some legislation mentioned in the book has been updated.

    Through vivid narrative, lively presentations of important research, and intriguing examples, Elliot Aronson probes the patterns and motives of human behavior, covering such diverse topics as terrorism, conformity, obedience, politics, race relations, advertising, war, interpersonal attraction, and the power of religious cults.

    This pervasive yet little examined obsession is arguably the most powerful and devastating market force of our time-the engine of globalization, outsourcing, planned obsolescence, and economic instability in an increasingly unsettled world. Low price is so alluring that we may have forgotten how thoroughly we once distrusted it. Ellen Ruppel Shell traces the birth of the bargain as we know it from the Industrial Revolution to the assembly line and beyond, homing in on a number of colorful characters, such as Gene Verkauf (his name is Yiddish for "to sell"), founder of E. J. Korvette, the discount chain that helped wean customers off traditional notions of value. The rise of the chain store in post-Depression America led to the extolling of convenience over quality, and big-box retailers completed the reeducation of the American consumer by making them prize low price in the way they once prized durability and craftsmanship. The effects of this insidious perceptual shift are vast: a blighted landscape, escalating debt (both personal and national), stagnating incomes, fraying communities, and a host of other socioeconomic ills. That's a long list of charges, and it runs counter to orthodox economics which argues that low price powers productivity by stimulating a brisk free market. But Shell marshals evidence from a wide range of fields-history, sociology, marketing, psychology, even economics itself-to upend the conventional wisdom. Cheap also unveils the fascinating and unsettling illogic that underpins our bargain-hunting reflex and explains how our deep-rooted need for bargains colors every aspect of our psyches and social lives. In this myth-shattering, closely reasoned, and exhaustively reported investigation, Shell exposes the astronomically high cost of cheap.

    Drawing on vast data sets and cutting-edge research, he explains the benign and malign forces that make inequality rise and fall within and among nations. He also reveals who has been helped the most by globalization, who has been held back, and what policies might tilt the balance toward economic justice.Global Inequality takes us back hundreds of years, and as far around the world as data allow, to show that inequality moves in cycles, fueled by war and disease, technological disruption, access to education, and redistribution. The recent surge of inequality in the West has been driven by the revolution in technology, just as the Industrial Revolution drove inequality 150 years ago. But even as inequality has soared within nations, it has fallen dramatically among nations, as middle-class incomes in China and India have drawn closer to the stagnating incomes of the middle classes in the developed world. A more open migration policy would reduce global inequality even further.Both American and Chinese inequality seems well entrenched and self-reproducing, though it is difficult to predict if current trends will be derailed by emerging plutocracy, populism, or war. For those who want to understand how we got where we are, where we may be heading, and what policies might help reverse that course, Milanovic s compelling explanation is the ideal place to start."

    But in the advanced economies there is mounting evidence that ever-increasing consumption adds little to human happiness and may even impede it. More urgently, it is now clear that the ecosystems that sustain our economies are collapsing under the impacts of rising consumption. Unless we can radically lower the environmental impact of economic activity - and there is no evidence to suggest that we can - we will have to devise a path to prosperity that does not rely on continued growth.Economic heresy? Or an opportunity to improve the sources of well-being, creativity and lasting prosperity that lie outside the realm of the market? Tim Jackson provides a credible vision of how human society can flourish �1/2 within the ecological limits of a finite planet. Fulfilling this vision is simply the most urgent task of our times.This book is a substantially revised and updated version of Jackson's controversial study for the Sustainable Development Commission, an advisory body to the UK Government. The study rapidly became the most downloaded report in the Commission's nine year history when it was launched earlier this year.

    Lives were mangled. Fortunes were made. All for your pleasure. Follow writer and narrator Jon Ronson as he uncovers our web of desire.

    In total, 29 different approaches to coding are covered, ranging in complexity from beginner to advanced level and covering the full range of types of qualitative data from interview transcripts to field notes. For each approach profiled, Johnny Saldana discusses the method's origins in the professional literature, a description of the method, recommendations for practical applications, and a clearly illustrated example.Also included in the book is an introduction to how codes and coding initiate qualitative data analysis, their applications with qualitative data analysis software, the writing of supplemental analytic memos, and recommendations for how to best use the manual for particular studies.

    Yet our nation has a proud history of great achievements: victory in World War II, our national highway system, welfare reform, the moon landing. We need more successes like these to reclaim government's legacy of competence. In If We Can Put a Man on the Moon, William Eggers and John O'Leary explain how to do it. The key? Understand-and avoid-the common pitfalls that trip up public-sector leaders during the journey from idea to results. The authors identify pitfalls including:-The Partial Map Trap: Fumbling handoffs throughout project execution -The Tolstoy Syndrome: Seeing only the possibilities you want to see -Design-Free Design: Designing policies for passage through the legislature, not for implementation -The Overconfidence Trap: Creating unrealistic budgets and timelines -The Complacency Trap: Failing to recognize that a program needs changeAt a time of unprecedented challenges, this book, with its abundant examples and hands-on advice, is the essential guide to making our government work better. A must-read for every public official, this book will be of interest to anyone who cares about the future of democracy.

    You cannot afford to be apolitical at work if you have any aspirations for advancement. The only way to avoid politics is to avoid people—by finding an out-of-the-way corner where you can do your job. Of course, it’s the same job you’ll likely be doing for the rest of your career.In any job, when you reach a certain level of technical competence, politics is what makes all the difference with regard to success. At that point, it is indeed all politics. Everyday brilliant people take a backseat to their politically adept colleagues by failing to win crucial support for their ideas. Sometimes politics involves going around or bending rules, but more typically it’s about positioning your ideas in a favorable light, and knowing what to say, and how and when to say it.…Keep in mind that people benefit from perpetuating the image of politics as something you either know or you don’t. Ignore them. Political acumen is largely learned from observation. And then it’s a matter of practice, practice, practice. When a journalist suggested that golfing great Gary Player was very lucky, he replied: “It’s funny, but the more I practice, the luckier I get.” The same is true of politics.An indispensable guide to mastering the ins and outs of office politics—the single most important factor in getting ahead in your careerAs management professor and consultant Kathleen Reardon explains in her new book, It's All Politics, talent and hard work alone will not get you to the top. What separates the winners from the losers in corporate life is politics.As Reardon explains, the most talented and accomplished employees often take a backseat to their politically adept coworkers, losing ground in the race to get ahead—sometimes even losing their jobs. Why? Because they’ve failed to manage the important relationships with the people who can best reward their creativity and intelligence. To determine whether you need a crash course in Office Politics 101, ask yourself the following questions:Do I get credit for my ideas?Do I know how to deal with a difficult colleague?Do I get the plum assignments?Do I have a mentor?Do I say no gracefully and pick my battles wisely?Am I in the loop?Reardon has interviewed hundreds of employees, from successful veterans to aspiring hopefuls, examining why some people who work hard and effectively at their jobs fall behind, while those who are adept at “reading the office tea leaves” forge ahead. Being politically savvy doesn’t mean being unethical or devious. At heart, it’s about listening to and relating to others, and making choices that advance everyone’s goals. Like it or not, when it comes to work, it’s all politics. And politics is all about knowing what to say, when to say it, and who to say it to.

    You'll also learn how to make your programs interactive and how to test your code safely before adding it to a project. In the second half of the book, you'll put your new knowledge into practice with three substantial projects: a Space Invaders-inspired arcade game, data visualizations with Python's super-handy libraries, and a simple web app you can deploy online.As you work through Python Crash Course, you'll learn how to: Use powerful Python libraries and tools, including matplotlib, NumPy, and PygalMake 2D games that respond to keypresses and mouse clicks, and that grow more difficult as the game progressesWork with data to generate interactive visualizationsCreate and customize simple web apps and deploy them safely onlineDeal with mistakes and errors so you can solve your own programming problemsIf you've been thinking seriously about digging into programming, Python Crash Course will get you up to speed and have you writing real programs fast. Why wait any longer? Start your engines and code!

    In this collection of essays, nationally known science writers Deborah Blum, Mary Knudson, and Robin Marantz Henig assemble the best science writers working today to explain what they do and how to do it well. Field Guide combines detailed and practical how-to advice with thoughtful discussions of the challenges of science journalism in the 21st century. It doesn't shy away from addressing such controversial matters as cloning, stem cell research, eugenics, medical overtreatment, and questions of scientific honesty. Offering a comprehensive overview of the field of science writing, this book discusses a broad range of media and sources, from newspapers to broadcast journalism and from corporations to government agencies. It also provides a detailed analysis of some of the hottest fields in science writing - ranging from mental health to human genetics - and covers a diverse array of writing styles, from "gee-whiz" to investigative. With more than 45 esteemed contributors - people who work for such leading news outlets as Scientific American, Popular Science, Discover, Smithsonian, The New York Times, and The Wall Street Journal - this book is an invaluable resource for current and aspiring science writers, students and instructors in science writing and journalism, and scientists who are interested in science communication.

    This long-awaited revision contains changes throughout the text. There are new implementations of most of the major programming systems in the book, including the interpreters and compilers, and the authors have incorporated many small changes that reflect their experience teaching the course at MIT since the first edition was published. A new theme has been introduced that emphasizes the central role played by different approaches to dealing with time in computational models: objects with state, concurrent programming, functional programming and lazy evaluation, and nondeterministic programming. There are new example sections on higher-order procedures in graphics and on applications of stream processing in numerical programming, and many new exercises. In addition, all the programs have been reworked to run in any Scheme implementation that adheres to the IEEE standard.

    According to the August Forrester Report, 56 percent of IT managers interviewed at Global 2,500 companies are already using some type of open source software in their infrastructure and another 6 percent will install it in the next two years. This revolutionary model for collaborative software development is being embraced and studied by many of the biggest players in the high-tech industry, from Sun Microsystems to IBM to Intel.The Cathedral & the Bazaar is a must for anyone who cares about the future of the computer industry or the dynamics of the information economy. Already, billions of dollars have been made and lost based on the ideas in this book. Its conclusions will be studied, debated, and implemented for years to come. According to Bob Young, "This is Eric Raymond's great contribution to the success of the open source revolution, to the adoption of Linux-based operating systems, and to the success of open source users and the companies that supply them."The interest in open source software development has grown enormously in the past year. This revised and expanded paperback edition includes new material on open source developments in 1999 and 2000. Raymond's clear and effective writing style accurately describing the benefits of open source software has been key to its success. With major vendors creating acceptance for open source within companies, independent vendors will become the open source story in 2001.

    Each self-contained chapter consists of three sections. The first describes the statistic, including how it is used and what information it provides. The second section reviews how it works, how to calculate the formula, the strengths and weaknesses of the technique, and the conditions needed for its use. The final section provides examples that use and interpret the statistic. A glossary of terms and symbols is also included.New features in the second edition include:an interactive CD with PowerPoint presentations and problems for each chapter including an overview of the problem's solution; new chapters on basic research concepts including sampling, definitions of different types of variables, and basic research designs and one on nonparametric statistics; more graphs and more precise descriptions of each statistic; and a discussion of confidence intervals.This brief paperback is an ideal supplement for statistics, research methods, courses that use statistics, or as a reference tool to refresh one's memory about key concepts. The actual research examples are from psychology, education, and other social and behavioral sciences.Materials formerly available with this book on CD-ROM are now available for download from our website www.psypress.com. Go to the book's page and look for the 'Download' link in the right-hand column.