The Art of Statistics: How to Learn from Data


David Spiegelhalter - 2019
      Statistics are everywhere, as integral to science as they are to business, and in the popular media hundreds of times a day. In this age of big data, a basic grasp of statistical literacy is more important than ever if we want to separate the fact from the fiction, the ostentatious embellishments from the raw evidence -- and even more so if we hope to participate in the future, rather than being simple bystanders. In The Art of Statistics, world-renowned statistician David Spiegelhalter shows readers how to derive knowledge from raw data by focusing on the concepts and connections behind the math. Drawing on real world examples to introduce complex issues, he shows us how statistics can help us determine the luckiest passenger on the Titanic, whether a notorious serial killer could have been caught earlier, and if screening for ovarian cancer is beneficial. The Art of Statistics not only shows us how mathematicians have used statistical science to solve these problems -- it teaches us how we too can think like statisticians. We learn how to clarify our questions, assumptions, and expectations when approaching a problem, and -- perhaps even more importantly -- we learn how to responsibly interpret the answers we receive. Combining the incomparable insight of an expert with the playful enthusiasm of an aficionado, The Art of Statistics is the definitive guide to stats that every modern person needs.

The Facebook Effect: The Inside Story of the Company That is Connecting the World


David Kirkpatrick - 2010
    It is one of the fastest growing companies in history, an essential part of the social life not only of teenagers but hundreds of millions of adults worldwide. As Facebook spreads around the globe, it creates surprising effects—even becoming instrumental in political protests from Colombia to Iran. Veteran technology reporter David Kirkpatrick had the full cooperation of Facebook’s key executives in researching this fascinating history of the company and its impact on our lives. Kirkpatrick tells us how Facebook was created, why it has flourished, and where it is going next. He chronicles its successes and missteps, and gives readers the most complete assessment anywhere of founder and CEO Mark Zuckerberg, the central figure in the company’s remarkable ascent. This is the Facebook story that can be found nowhere else. How did a nineteen-year-old Harvard student create a company that has transformed the Internet and how did he grow it to its current enormous size? Kirkpatrick shows how Zuckerberg steadfastly refused to compromise his vision, insistently focusing on growth over profits and preaching that Facebook must dominate (his word) communication on the Internet. In the process, he and a small group of key executives have created a company that has changed social life in the United States and elsewhere, a company that has become a ubiquitous presence in marketing, altering politics, business, and even our sense of our own identity. This is the Facebook Effect.

On Killing: The Psychological Cost of Learning to Kill in War and Society


Dave Grossman - 1995
    But armies have developed sophisticated ways of overcoming this instinctive aversion. And contemporary civilian society, particularly the media, replicates the army's conditioning techniques, and, according to Lt. Col. Dave Grossman's thesis, is responsible for our rising rate of murder among the young.Upon its initial publication, On Killing was hailed as a landmark study of the techniques the military uses to overcome the powerful reluctance to kill, of how killing affects soldiers, and of the societal implications of escalating violence. Now, Grossman has updated this classic work to include information on 21st-century military conflicts, recent trends in crime, suicide bombings, school shootings, and more. The result is a work certain to be relevant and important for decades to come.

The Culture of Connectivity: A Critical History of Social Media


José van Dijck - 2013
    The Culture of Connectivity studies the rise of social media in the first decade of the twenty-first century up until 2012, providing both a historical and a critical analysis of the emergence of major platforms in the context of a rapidly changing ecosystem of connective media. Such history is needed to understand how these media have come to profoundly affect our experience of online sociality. The first stage of their development shows a fundamental shift. While most sites started out as amateur-driven community platforms, half a decade later they have turned into large corporations that do not just facilitate user connectedness, but have become global information and data mining companies extracting and exploiting user connectivity. Author and media scholar Jos van Dijck offers an analytical prism to examine techno-cultural as well as socio-economic aspects of this transformation. She dissects five major platforms: Facebook, Twitter, Flickr, YouTube, and Wikipedia. Each of these microsystems occupies a distinct position in the larger ecology of connective media, and yet, their underlying mechanisms for coding interfaces, steering users, and filtering content rely on shared ideological principles. At the level of management and organization, we can also observe striking similarities between these platforms' shifting ownership status, governance strategies, and business models. Reconstructing the premises on which these platforms are built, this study highlights how norms for online interaction and communication gradually changed. "Sharing," "friending," "liking," "following," "trending," and "favoriting" have come to denote online practices imbued with specific technological and economic meanings. This process of normalization, the author argues, is part of a larger political and ideological battle over information control in an online world where everything is bound to become social. Crossing lines of technological, historical, sociological, and cultural inquiry, The Culture of Connectivity will reshape the way we think about interpersonal connection in the digital age.

Nobody's Normal: How Culture Created the Stigma of Mental Illness


Roy Richard Grinker - 2021
    In Nobody’s Normal, anthropologist Roy Richard Grinker chronicles the progress and setbacks in the struggle against mental-illness stigma—from the eighteenth century, through America’s major wars, and into today’s high-tech economy.Grinker infuses the book with the personal history of his family’s four generations of involvement in psychiatry, including his grandfather’s analysis with Sigmund Freud, his own daughter’s experience with autism, and culminating in his research on neurodiversity. Drawing on cutting-edge science, historical archives, and cross-cultural research in Africa and Asia, Nobody’s Normal explains how we are transforming mental illness and offers a path to end the shadow of stigma. The preeminent historian of medicine, Sander Gilman, calls Nobody’s Normal “the most important work on stigma in more than half a century.”

The Introvert's Way: Living a Quiet Life in a Noisy World


Sophia Dembling - 2012
     This clever and pithy book challenges introverts to take ownership of their personalities...with quiet strength. Sophia Dembling asserts that the introvert’s lifestyle is not “wrong” or lacking, as society or extroverts would have us believe. Through a combination of personal insights and psychology, The Introvert’s Way helps and encourages introverts to embrace their nature, to respect traits they may have been ashamed of and reframe them as assets. You’re not shy; rather, you appreciate the joys of quiet. You’re not antisocial; instead, you enjoy recharging through time alone. You’re not unfriendly, but you do find more meaning in one-on-one connections than large gatherings. By honoring what makes them unique, this astute and inspiring book challenges introverts to “own” their introversion, igniting a quiet revolution that will change how they see themselves and how they engage with the world.

A Field Guide to Lies: Critical Thinking in the Information Age


Daniel J. Levitin - 2016
    We are bombarded with more information each day than our brains can process—especially in election season. It's raining bad data, half-truths, and even outright lies. New York Times bestselling author Daniel J. Levitin shows how to recognize misleading announcements, statistics, graphs, and written reports revealing the ways lying weasels can use them. It's becoming harder to separate the wheat from the digital chaff. How do we distinguish misinformation, pseudo-facts, distortions, and outright lies from reliable information? Levitin groups his field guide into two categories—statistical infomation and faulty arguments—ultimately showing how science is the bedrock of critical thinking. Infoliteracy means understanding that there are hierarchies of source quality and bias that variously distort our information feeds via every media channel, including social media. We may expect newspapers, bloggers, the government, and Wikipedia to be factually and logically correct, but they so often aren't. We need to think critically about the words and numbers we encounter if we want to be successful at work, at play, and in making the most of our lives. This means checking the plausibility and reasoning—not passively accepting information, repeating it, and making decisions based on it. Readers learn to avoid the extremes of passive gullibility and cynical rejection. Levitin's charming, entertaining, accessible guide can help anyone wake up to a whole lot of things that aren't so. And catch some lying weasels in their tracks!

Culture Warlords: My Journey Into the Dark Web of White Supremacy


Talia Lavin - 2020
    Culture Warlords is the story of how Lavin, a frequent target of extremist trolls (including those at Fox News), dove into a byzantine online culture of hate and learned the intricacies of how white supremacy proliferates online.Within these pages, she reveals the extremists hiding in plain sight online: Incels. White nationalists. White supremacists. National Socialists. Proud Boys. Christian extremists. In order to showcase them in their natural habitat, Talia assumes a range of identities, going undercover as a blonde Nazi babe, a forlorn incel, and a violent Aryan femme fatale. Along the way, she discovers a whites-only dating site geared toward racists looking for love, a disturbing extremist YouTube channel run by a fourteen-year-old girl with over 800,000 followers, the everyday heroes of the antifascist movement, and much more.By combining compelling stories chock-full of catfishing and gate-crashing with her own in-depth, gut-wrenching research, she also turns the lens of anti-Semitism, racism, and white power back on itself in an attempt to dismantle and decimate the online hate movement from within. Culture Warlords explores some of the vilest subcultures on the Web-and shows us how we can fight back.

Googled: The End of the World as We Know It


Ken Auletta - 2009
    This is a ride on the Google wave, and the fullest account of how it formed and crashed into traditional media businesses. With unprecedented access to Google's founders and executives, as well as to those in media who are struggling to keep their heads above water, Ken Auletta reveals how the industry is being disrupted and redefined.Auletta goes inside Google's closed-door meetings, introducing Google's notoriously private founders, Larry Page and Sergey Brin, as well as those who work with - and against - them. In Googled, the reader discovers the 'secret sauce' of the company's success and why the worlds of 'new' and 'old' media often communicate as if residents of different planets. It may send chills down traditionalists' spines, but it's a crucial roadmap to the future of media business: the Google story may well be the canary in the coal mine.Googled is candid, objective and authoritative. Crucially, it's not just a history or reportage: it's ahead of the curve and unlike any other Google books, which tend to have been near-histories, somewhat starstruck, now out of date or which fail to look at the full synthesis of business and technology.

The Cluetrain Manifesto


Rick Levine - 2000
    A rich tapestry of anecdotes, object lessons, parodies, insights, and predictions, The Cluetrain Manifesto illustrates how the Internet has radically reframed the seemingly immutable laws of business--and what business needs to know to weather the seismic aftershocks.

The Social Photo: On Photography and Social Media


Nathan Jurgenson - 2019
    The glowing camera screen is the lens through which many of seek to communicate our experience. But our thinking about photography has been slow to catch-up; this major fixture of everyday life is still often treated in the terms of art or journalism.In The Social Photo, social theorist Nathan Jurgenson develops bold new ways of understanding photography in the age of social media and the new kinds of images that have emerged: the selfie, the faux-vintage photo, the self-destructing image, the food photo. Jurgenson shows how these devices and platforms have remade the world and our understanding of ourselves within it.

Stuffocation


James Wallman - 2013
    On the way, he goes down the halls of the Elysée Palace with Nicolas Sarkozy, up in a helicopter above Barbra Streisand's house on the California coast, and into the world of the original Mad Men.Through fascinating characters and brilliantly told stories, Wallman introduces the innovators whose lifestyles provide clues to how we will all be living tomorrow, and he makes some of the world's most counterintuitive, radical, and worldchanging ideas feel inspiring – and possible for us all.

The People's Platform: Taking Back Power and Culture in the Digital Age


Astra Taylor - 2012
    But how true is this claim? In a seminal dismantling of techno-utopian visions, "The People's Platform" argues that for all that we "tweet" and "like" and "share," the Internet in fact reflects and amplifies real-world inequities at least as much as it ameliorates them. Online, just as off-line, attention and influence largely accrue to those who already have plenty of both.What we have seen so far, Astra Taylor says, has been not a revolution but a rearrangement. Although Silicon Valley tycoons have eclipsed Hollywood moguls, a handful of giants like Amazon, Apple, Google, and Facebook remain the gatekeepers. And the worst habits of the old media model--the pressure to seek easy celebrity, to be quick and sensational above all--have proliferated online, where "aggregating" the work of others is the surest way to attract eyeballs and ad revenue. When culture is "free," creative work has diminishing value, and advertising fuels the system. The new order looks suspiciously like the old one.We can do better, Taylor insists. The online world does offer a unique opportunity, but a democratic culture that supports diverse voices and work of lasting value will not spring up from technology alone. If we want the Internet to truly be a people's platform, we will have to make it so.

Grown Up Digital: How the Net Generation Is Changing Your World


Don Tapscott - 2008
    Are you ready for it?Chances are you know a person between the ages of 11 and 30. You've seen them doing five things at once: texting friends, downloading music, uploading videos, watching a movie on a two-inch screen, and doing who-knows-what on Facebook or MySpace. They're the first generation to have literally grown up digital - and they're part of a global cultural phenomenon that's here to stay.The bottom line is this: If you understand the Net Generation, you will understand the future. If you're a Baby Boomer or Gen-Xer: This is your field guide.A fascinating inside look at the Net Generation, Grown Up Digital is inspired by a $4 million private research study. New York Times bestselling author Don Tapscott has surveyed more than 11,000 young people. Instead of a bunch of spoiled "screenagers" with short attention spans and zero social skills, he discovered a remarkably bright community which has developed revolutionary new ways of thinking, interacting, working, and socializing.Grown Up Digital reveals:- How the brain of the Net Generation processes information- Seven ways to attract and engage young talent in the workforce- Seven guidelines for educators to tap the Net Gen potential- Parenting 2.0: There's no place like the new home- Citizen Net: How young people and the Internet are transforming democracyToday's young people are using technology in ways you could never imagine. Instead of passively watching television, the "Net Geners" are actively participating in the distribution of entertainment and information. For the first time in history, youth are the authorities on something really important. And they're changing every aspect of our society-from the workplace to the marketplace, from the classroom to the living room, from the voting booth to the Oval Office.The Digital Age is here. The Net Generation has arrived. Meet the future.

The Creativity Code: How AI Is Learning to Write, Paint and Think


Marcus du Sautoy - 2019
    They can navigate more data than a doctor or lawyer and act with greater precision. For many years we’ve taken solace in the notion that they can’t create. But now that algorithms can learn and adapt, does the future of creativity belong to machines, too?It is hard to imagine a better guide to the bewildering world of artificial intelligence than Marcus du Sautoy, a celebrated Oxford mathematician whose work on symmetry in the ninth dimension has taken him to the vertiginous edge of mathematical understanding. In The Creativity Code he considers what machine learning means for the future of creativity. The Pollockizer can produce drip paintings in the style of Jackson Pollock, Botnik spins off fanciful (if improbable) scenes inspired by J. K. Rowling, and the music-composing algorithm Emmy managed to fool a panel of Bach experts. But do these programs just mimic, or do they have what it takes to create? Du Sautoy argues that to answer this question, we need to understand how the algorithms that drive them work―and this brings him back to his own subject of mathematics, with its puzzles, constraints, and enticing possibilities.While most recent books on AI focus on the future of work, The Creativity Code moves us to the forefront of creative new technologies and offers a more positive and unexpected vision of our future cohabitation with machines. It challenges us to reconsider what it means to be human―and to crack the creativity code.