Book picks similar to
Data Feminism by Catherine D’Ignazio
feminism
non-fiction
nonfiction
tech
Headscarves and Hymens: Why the Middle East Needs a Sexual Revolution
Mona Eltahawy - 2015
When the Egyptian journalist Mona Eltahawy published an article in Foreign Policy magazine in 2012 titled Why Do They Hate Us it provoked a firestorm of controversy. The response it generated, with more than four thousand posts on the website, broke all records for the magazine, prompted dozens of follow-up interviews on radio and television, and made it clear that misogyny in the Arab world is an explosive issue, one that engages and often enrages the public. In Headscarves and Hymens, Eltahawy takes her argument further. Drawing on her years as a campaigner and commentator on women's issues in the Middle East, she explains that since the Arab Spring began, women in the Arab world have had two revolutions to undertake one fought with men against oppressive regimes, and another fought against an entire political and economic system that treats women in countries from Yemen and Saudi Arabia to Egypt, Tunisia, and Libya as second-class citizens. Eltahawy has traveled across the Middle East and North Africa, meeting with women and listening to their stories. Her book is a plea for outrage and action on their behalf, confronting the toxic mix of culture and religion that few seem willing or able to disentangle lest they blaspheme or offend. A manifesto motivated by hope and fury in equal measure, Headscarves and Hymens is as illuminating as it is incendiary.
Naked Statistics: Stripping the Dread from the Data
Charles Wheelan - 2012
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.
Atlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligence
Kate Crawford - 2020
It draws our attention away from the bright shiny objects of the new colonialism through elucidating the social, material and political dimensions of Artificial Intelligence.”—Geoffrey C. Bowker, University of California, Irvine What happens when artificial intelligence saturates political life and depletes the planet? How is AI shaping our understanding of ourselves and our societies? In this book Kate Crawford reveals how this planetary network is fueling a shift toward undemocratic governance and increased racial, gender, and economic inequality. Drawing on more than a decade of research, award‑winning science, and technology, Crawford reveals how AI is a technology of extraction: from the energy and minerals needed to build and sustain its infrastructure, to the exploited workers behind “automated” services, to the data AI collects from us. Rather than taking a narrow focus on code and algorithms, Crawford offers us a political and a material perspective on what it takes to make artificial intelligence and where it goes wrong. While technical systems present a veneer of objectivity, they are always systems of power. This is an urgent account of what is at stake as technology companies use artificial intelligence to reshape the world.
Feminism without Borders: Decolonizing Theory, Practicing Solidarity
Chandra Talpade Mohanty - 2003
This collection highlights the concerns running throughout her pioneering work: the politics of difference and solidarity, decolonizing and democratizing feminist practice, the crossing of borders, and the relation of feminist knowledge and scholarship to organizing and social movements. Mohanty offers here a sustained critique of globalization and urges a reorientation of transnational feminist practice toward anticapitalist struggles.Feminism without Borders opens with Mohanty's influential critique of western feminism ("Under Western Eyes") and closes with a reconsideration of that piece based on her latest thinking regarding the ways that gender matters in the racial, class, and national formations of globalization. In between these essays, Mohanty meditates on the lives of women workers at different ends of the global assembly line (in India, the United Kingdom, and the United States); feminist writing on experience, identity, and community; dominant conceptions of multiculturalism and citizenship; and the corporatization of the North American academy. She considers the evolution of interdisciplinary programs like Women's Studies and Race and Ethnic Studies; pedagogies of accommodation and dissent; and transnational women's movements for grassroots ecological solutions and consumer, health, and reproductive rights.Mohanty's probing and provocative analyses of key concepts in feminist thought—"home," "sisterhood," "experience," "community"—lead the way toward a feminism without borders, a feminism fully engaged with the realities of a transnational world.
The Information: A History, a Theory, a Flood
James Gleick - 2011
The story of information begins in a time profoundly unlike our own, when every thought and utterance vanishes as soon as it is born. From the invention of scripts and alphabets to the long-misunderstood talking drums of Africa, Gleick tells the story of information technologies that changed the very nature of human consciousness. He provides portraits of the key figures contributing to the inexorable development of our modern understanding of information: Charles Babbage, the idiosyncratic inventor of the first great mechanical computer; Ada Byron, the brilliant and doomed daughter of the poet, who became the first true programmer; pivotal figures like Samuel Morse and Alan Turing; and Claude Shannon, the creator of information theory itself. And then the information age arrives. Citizens of this world become experts willy-nilly: aficionados of bits and bytes. And we sometimes feel we are drowning, swept by a deluge of signs and signals, news and images, blogs and tweets. The Information is the story of how we got here and where we are heading.
The Human Condition
Hannah Arendt - 1958
In her study of the state of modern humanity, Hannah Arendt considers humankind from the perspective of the actions of which it is capable. The problems Arendt identified then--diminishing human agency and political freedom; the paradox that as human powers increase through technological and humanistic inquiry, we are less equipped to control the consequences of our actions—continue to confront us today.
WTF?: What's the Future and Why It's Up to Us
Tim O'Reilly - 2017
In today’s economy, we have far too much dismay along with our amazement, and technology bears some of the blame. In this combination of memoir, business strategy guide, and call to action, Tim O'Reilly, Silicon Valley’s leading intellectual and the founder of O’Reilly Media, explores the upside and the potential downsides of today's WTF? technologies. What is the future when an increasing number of jobs can be performed by intelligent machines instead of people, or done only by people in partnership with those machines? What happens to our consumer based societies—to workers and to the companies that depend on their purchasing power? Is income inequality and unemployment an inevitable consequence of technological advancement, or are there paths to a better future? What will happen to business when technology-enabled networks and marketplaces are better at deploying talent than traditional companies? How should companies organize themselves to take advantage of these new tools? What’s the future of education when on-demand learning outperforms traditional institutions? How can individuals continue to adapt and retrain? Will the fundamental social safety nets of the developed world survive the transition, and if not, what will replace them? O'Reilly is "the man who can really can make a whole industry happen," according to Eric Schmidt, Executive Chairman of Alphabet (Google.) His genius over the past four decades has been to identify and to help shape our response to emerging technologies with world shaking potential—the World Wide Web, Open Source Software, Web 2.0, Open Government data, the Maker Movement, Big Data, and now AI. O’Reilly shares the techniques he's used at O’Reilly Media to make sense of and predict past innovation waves and applies those same techniques to provide a framework for thinking about how today’s world-spanning platforms and networks, on-demand services, and artificial intelligence are changing the nature of business, education, government, financial markets, and the economy as a whole. He provides tools for understanding how all the parts of modern digital businesses work together to create marketplace advantage and customer value, and why ultimately, they cannot succeed unless their ecosystem succeeds along with them.The core of the book's call to action is an exhortation to businesses to DO MORE with technology rather than just using it to cut costs and enrich their shareholders. Robots are going to take our jobs, they say. O'Reilly replies, “Only if that’s what we ask them to do! Technology is the solution to human problems, and we won’t run out of work till we run out of problems." Entrepreneurs need to set their sights on how they can use big data, sensors, and AI to create amazing human experiences and the economy of the future, making us all richer in the same way the tools of the first industrial revolution did. Yes, technology can eliminate labor and make things cheaper, but at its best, we use it to do things that were previously unimaginable! What is our poverty of imagination? What are the entrepreneurial leaps that will allow us to use the technology of today to build a better future, not just a more efficient one?
Whether technology brings the WTF? of wonder or the WTF? of dismay isn't inevitable. It's up to us!
Reclaiming Conversation: The Power of Talk in a Digital Age
Sherry Turkle - 2015
And yet we have sacrificed conversation for mere connection. Preeminent author and researcher Sherry Turkle has been studying digital culture for over thirty years. Long an enthusiast for its possibilities, here she investigates a troubling consequence: at work, at home, in politics, and in love, we find ways around conversation, tempted by the possibilities of a text or an email in which we don’t have to look, listen, or reveal ourselves. We develop a taste for what mere connection offers. The dinner table falls silent as children compete with phones for their parents’ attention. Friends learn strategies to keep conversations going when only a few people are looking up from their phones. At work, we retreat to our screens although it is conversation at the water cooler that increases not only productivity but commitment to work. Online, we only want to share opinions that our followers will agree with – a politics that shies away from the real conflicts and solutions of the public square. The case for conversation begins with the necessary conversations of solitude and self-reflection. They are endangered: these days, always connected, we see loneliness as a problem that technology should solve. Afraid of being alone, we rely on other people to give us a sense of ourselves, and our capacity for empathy and relationship suffers. We see the costs of the flight from conversation everywhere: conversation is the cornerstone for democracy and in business it is good for the bottom line. In the private sphere, it builds empathy, friendship, love, learning, and productivity. But there is good news: we are resilient. Conversation cures. Based on five years of research and interviews in homes, schools, and the workplace, Turkle argues that we have come to a better understanding of where our technology can and cannot take us and that the time is right to reclaim conversation. The most human—and humanizing—thing that we do. The virtues of person-to-person conversation are timeless, and our most basic technology, talk, responds to our modern challenges. We have everything we need to start, we have each other.
Freedom Is a Constant Struggle
Angela Y. Davis - 2015
Davis illuminates the connections between struggles against state violence and oppression throughout history and around the world.Reflecting on the importance of black feminism, intersectionality, and prison abolitionism for today's struggles, Davis discusses the legacies of previous liberation struggles, from the Black Freedom Movement to the South African anti-Apartheid movement. She highlights connections and analyzes today's struggles against state terror, from Ferguson to Palestine.Facing a world of outrageous injustice, Davis challenges us to imagine and build the movement for human liberation. And in doing so, she reminds us that "Freedom is a constant struggle."
The Good Girls Revolt: How the Women of Newsweek Sued their Bosses and Changed the Workplace
Lynn Povich - 2012
For many, filing the suit was a radicalizing act that empowered them to "find themselves" and stake a claim. Others lost their way in a landscape of opportunities, pressures, discouragements, and hostilities they weren't prepared to navigate.With warmth, humor, and perspective, the book also explores why changes in the law did not change everything for today's young women.
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
Hadley Wickham - 2016
This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible.
Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You’ll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you’ve learned along the way.
You’ll learn how to:
Wrangle—transform your datasets into a form convenient for analysis
Program—learn powerful R tools for solving data problems with greater clarity and ease
Explore—examine your data, generate hypotheses, and quickly test them
Model—provide a low-dimensional summary that captures true "signals" in your dataset
Communicate—learn R Markdown for integrating prose, code, and results
Machine, Platform, Crowd: Harnessing Our Digital Future
Andrew McAfee - 2017
Now they’ve written a guide to help readers make the most of our collective future. Machine | Platform | Crowd outlines the opportunities and challenges inherent in the science fiction technologies that have come to life in recent years, like self-driving cars and 3D printers, online platforms for renting outfits and scheduling workouts, or crowd-sourced medical research and financial instruments.
Inventing the Future: Postcapitalism and a World Without Work
Nick Srnicek - 2015
Austerity is forcing millions into poverty and many more into precarious work, while the left remains trapped in stagnant political practices that offer no respite. Inventing the Future is a bold new manifesto for life after capitalism. Against the confused understanding of our high-tech world by both the right and the left, this book claims that the emancipatory and future-oriented possibilities of our society can be reclaimed. Instead of running from a complex future, Nick Srnicek and Alex Williams demand a postcapitaiist economy capable of advancing standards, liberating humanity from work and developing technologies that expand our freedoms.
Gender Trouble: Feminism and the Subversion of Identity
Judith Butler - 1989
This is the text where Judith Butler began to advance the ideas that would go on to take life as "performativity theory," as well as some of the first articulations of the possibility for subversive gender practices, and she writes in her preface to the 10th anniversary edition released in 1999 that one point of Gender Trouble was "not to prescribe a new gendered way of life [...] but to open up the field of possibility for gender [...]" Widely taught, and widely debated, Gender Trouble continues to offer a powerful critique of heteronormativity and of the function of gender in the modern world.
You Look Like a Thing and I Love You: How Artificial Intelligence Works and Why It's Making the World a Weirder Place
Janelle Shane - 2019
according to an artificial intelligence trained by scientist Janelle Shane, creator of the popular blog "AI Weirdness." She creates silly AIs that learn how to name paint colors, create the best recipes, and even flirt (badly) with humans--all to understand the technology that governs so much of our daily lives.We rely on AI every day for recommendations, for translations, and to put cat ears on our selfie videos. We also trust AI with matters of life and death, on the road and in our hospitals. But how smart is AI really, and how does it solve problems, understand humans, and even drive self-driving cars?Shane delivers the answers to every AI question you've ever asked, and some you definitely haven't--like, how can a computer design the perfect sandwich? What does robot-generated Harry Potter fan-fiction look like? And is the world's best Halloween costume really "Vampire Hog Bride"?In this smart, often hilarious introduction to the most interesting science of our time, Shane shows how these programs learn, fail, and adapt--and how they reflect the best and worst of humanity. You Look Like a Thing and I Love You is the perfect book for anyone curious about what the robots in our lives are thinking.