Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy by Cathy O'Neil

• Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
• Cathy O'Neil
• Page: 272
• Format: pdf, ePub, mobi, fb2
• ISBN: 9780553418811
• Publisher: Crown/Archetype

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A former Wall Street quant sounds an alarm on mathematical modeling—a pervasive new force in society that threatens to undermine democracy and widen inequality.   We live in the age of the algorithm. Increasingly, the decisions that affect our lives—where we go to school, whether we get a car loan, how much we pay for health insurance—are being made not by humans, but by mathematical models. In theory, this should lead to greater fairness: Everyone is judged according to the same rules, and bias is eliminated. But as Cathy O’Neil reveals in this shocking book, the opposite is true. The models being used today are opaque, unregulated, and uncontestable, even when they’re wrong. Most troubling, they reinforce discrimination: If a poor student can’t get a loan because a lending model deems him too risky (by virtue of his race or neighborhood), he’s then cut off from the kind of education that could pull him out of poverty, and a vicious spiral ensues. Models are propping up the lucky and punishing the downtrodden, creating a “toxic cocktail for democracy.” Welcome to the dark side of Big Data.   Tracing the arc of a person’s life, from college to retirement, O’Neil exposes the black box models that shape our future, both as individuals and as a society. Models that score teachers and students, sort resumes, grant (or deny) loans, evaluate workers, target voters, set parole, and monitor our health—all have pernicious feedback loops. They don’t simply describe reality, as proponents claim, they change reality, by expanding or limiting the opportunities people have. O’Neil calls on modelers to take more responsibility for how their algorithms are being used. But in the end, it’s up to us to become more savvy about the models that govern our lives. This important book empowers us to ask the tough questions, uncover the truth, and demand change.

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1636: Flight of the Nightingale. David Carrico

1636-Flight-of-the-Nightingale.pdf
ISBN: 9781982124182 | 336 pages | 9 Mb

• 1636: Flight of the Nightingale
• David Carrico
• Page: 336
• Format: pdf, ePub, fb2, mobi
• ISBN: 9781982124182
• Publisher: Baen

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TWO SHORT NOVELS SET IN ERIC FLINT'S BESTSELLING RING OF FIRE SERIES from David Carrico, co-author of 1636: The Devil's Opera, and The Span of Empire. Time waits for no one, but for the residents of 17th-century Europe, the future comes calling—ahead of time! Due to a temporal disturbance known as the Ring of Fire, the 20th-century town of Grantville, West Virginia, finds itself transported through time and space to Central Europe in the year 1632. The turmoil resulting from the event has massive repercussions for the up-time citizens of Grantville, the down-time citizens of Europe—and the world at large. Massive political and social upheavals take place. But change happens on a smaller, human scale, too. In The Flight of the Nightingale, down-timer Francesca Caccini is inspired by the arrival of Grantville to seek a different destiny from what would have been her lot otherwise. And in Bach to the Future, Johann and his brothers commit themselves to preserve, protect, and promote their family's heritage from the future. Two short novels, set in Eric Flint's bestselling Ring of Fire series, that shine a light on the overlooked corners of the Ring of Fire universe, where small actions can have life-altering consequences. About 1636: The Devil's Opera, by Eric Flint and David Carrico: “Another engaging alternate history from a master of the genre.”—Booklist “. . . an old-style police-procedural mystery, set in 17th century Germany. . . . the threads . . . spin together . . . to weave an addictively entertaining story. . . . a strong addition to a fun series.”—The Galveston County Daily News

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D3.js By Example. Michael Heydt

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ISBN: 9781785280085 | 280 pages | 7 Mb

• D3.js By Example
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• ISBN: 9781785280085
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What Happens in Paradise by Elin Hilderbrand

• What Happens in Paradise
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The Complete Soda Making Book: From Homemade Root Beer to Seltzer and Sparklers, 100 Recipes to Make Your Own Soda. Jill Houk

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ISBN: 9781440567483 | 240 pages | 6 Mb

• The Complete Soda Making Book: From Homemade Root Beer to Seltzer and Sparklers, 100 Recipes to Make Your Own Soda
• Jill Houk
• Page: 240
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• ISBN: 9781440567483
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All-natural soft drinks everyone will love! Zesty lemon-lime. Sweet orange cream. Tart cherry.With The Complete Soda-Making Book, you can recreate your favorite sodas in the convenience of your home--without the high price tag or all the unpronounceable ingredients. Featuring 100 all-natural, budget-friendly recipes, this book shows you how to use your soda-making appliance to craft classic and one-of-a-kind soft drinks that not only taste better than your fountain go-to, but ...

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