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Weapons of Math Destruction
'A manual for the 21st-century citizen... accessible, refreshingly critical, relevant and urgent' - Financial Times 'Fascinating and deeply disturbing' - Yuval Noah Harari, Guardian Books of the Year In this New York Times bestseller, Cathy O'Neil, one of the first champions of algorithmic accountability, sounds an alarm on the mathematical models that pervade modern life -- and threaten to rip apart our social fabric. We live in the age of the algorithm. Increasingly, the decisions that affect our lives - where we go to school, whether we get a loan, how much we pay for insurance - are being made not by humans, but by mathematical models. In theory, this should lead to greater fairness: eve...
Doing Data Science
A guide to the usefulness of data science covers such topics as algorithms, logistic regression, financial modeling, data visualization, and data engineering.
The Shame Machine
A TIMES BOOK OF THE YEAR Shame is being weaponized by governments and corporations to attack the most vulnerable. It's time to fight back Shame is a powerful and sometimes useful tool. When we publicly shame corrupt politicians, abusive celebrities, or predatory corporations, we reinforce values of fairness and justice. But as best-selling author Cathy O'Neil argues in this revelatory book, shaming has taken a new and dangerous turn. It is increasingly being weaponized -- used as a way to shift responsibility for social problems from institutions to individuals. Shaming children for not being able to afford school lunches or adults for not being able to find work lets us off the hook as a so...
The Princess Revolt
Shortly after her thirteenth birthday, Cia Anderson discovers that fairy tale princesses are real, they live in New York, and they really want the spell placed on Cia when she was a baby to stop disrupting their happily-ever-afters.
Data Feminism
Cutting edge strategies for thinking about data science and data ethics through an intersectional feminist lens. “Without ever finger-wagging, Data Feminism reveals inequities and offers a way out of a broken system in which the numbers are allowed to lie.”—WIRED Today, data science is a form of power. It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and surveil. This potential for good, on the one hand, and harm, on the other, makes it essential to ask: Data science by whom? Data science for whom? Data science with whose interests in mind? The narratives around big data and data science are overwh...
On Being a Data Skeptic
"Data is here, it's growing, and it's powerful." Author Cathy O'Neil argues that the right approach to data is skeptical, not cynical––it understands that, while powerful, data science tools often fail. Data is nuanced, and "a really excellent skeptic puts the term 'science' into 'data science.'" The big data revolution shouldn't be dismissed as hype, but current data science tools and models shouldn't be hailed as the end-all-be-all, either.
Babyproofing Your Marriage
Warning! New parents are likely to experience: Scorekeeping—An exceedingly complex, often relentless, tit-for-tat war waged by husbands and wives over the division of parenting responsibilities and domestic chores. The Ten O'Clock Shoulder Tap—Considered by many men to be a form of foreplay. A paw on a wife's shoulder is how some men indicate their desire for sex. The Tap is rarely accompanied by a term of endearment or any other verbal form of communication and is seldom well received by the often-sleeping/almost-always-exhausted wife. The frustrated husband, meanwhile, wonders if his wife has pulled a Bait and Switch in the bedroom. Clash of the Grannies—A high stakes "who will have ...
Artificial Unintelligence
A guide to understanding the inner workings and outer limits of technology and why we should never assume that computers always get it right. In Artificial Unintelligence, Meredith Broussard argues that our collective enthusiasm for applying computer technology to every aspect of life has resulted in a tremendous amount of poorly designed systems. We are so eager to do everything digitally—hiring, driving, paying bills, even choosing romantic partners—that we have stopped demanding that our technology actually work. Broussard, a software developer and journalist, reminds us that there are fundamental limits to what we can (and should) do with technology. With this book, she offers a guid...
Homecoming
From #1 bestselling Irish author Cathy Kelly comes a witty, warmhearted novel about friendship, forgiveness, and second chances... They say you can’t go home again, and truth be told, Eleanor Levine never planned to. Yet here she is, back in Ireland after a lifetime in New York, moving her treasured possessions—including her mother’s handwritten book of recipes for living—into a cozy Dublin apartment. With its picturesque Georgian villas, redbrick houses, and central garden, the Golden Square is just large enough for anonymity. At least, that’s what actress Megan Bouchier hopes, when a tabloid scandal sends her fleeing the paparazzi, back to the place she felt safest as a child. Ra...
Humans of London
A vibrant celebration of humanity and everyday life in this incredibly multicultural and multi-faceted capital city.
