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Weapons Of Math Destruction


Author : Cathy O'Neil
language : en
Publisher: Crown Books
Release Date : 2016


Download Weapons Of Math Destruction written by Cathy O'Neil and has been published by Crown Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with Big data categories.


"A former Wall Street quantitative analyst sounds an alarm on mathematical modeling, a pervasive new force in society that threatens to undermine democracy and widen inequality, "--NoveList.

Weapons Of Math Destruction


Author : Cathy O'Neil
language : en
Publisher: Broadway Books
Release Date : 2016-09-06


Download Weapons Of Math Destruction written by Cathy O'Neil and has been published by Broadway Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-06 with Political Science categories.


Longlisted for the National Book Award New York Times Bestseller A former Wall Street quant 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 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 urgent and necessary 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 zip code), 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, O’Neil exposes the black box models that shape our future, both as individuals and as a society. These “weapons of math destruction” score teachers and students, sort résumés, grant (or deny) loans, evaluate workers, target voters, set parole, and monitor our health. O’Neil calls on modelers to take more responsibility for their algorithms and on policy makers to regulate their use. 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. — Longlist for National Book Award (Non-Fiction) — Goodreads, semi-finalist for the 2016 Goodreads Choice Awards (Science and Technology) — Kirkus, Best Books of 2016 — New York Times, 100 Notable Books of 2016 (Non-Fiction) — The Guardian, Best Books of 2016 — WBUR's "On Point," Best Books of 2016: Staff Picks — Boston Globe, Best Books of 2016, Non-Fiction

Weapons Of Math Destruction


Author : Cathy O'Neil
language : en
Publisher: Penguin UK
Release Date : 2016-09-06


Download Weapons Of Math Destruction written by Cathy O'Neil and has been published by Penguin UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-06 with Technology & Engineering categories.


A former Wall Street quant 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: everyone is judged according to the same rules, and bias is eliminated. And yet, as Cathy O'Neil reveals in this urgent and necessary book, the opposite is true. The models being used today are opaque, unregulated, and incontestable, even when they're wrong. Most troubling, they reinforce discrimination. Tracing the arc of a person's life, O'Neil exposes the black box models that shape our future, both as individuals and as a society. These "weapons of math destruction" score teachers and students, sort CVs, grant or deny loans, evaluate workers, target voters, and monitor our health. O'Neil calls on modellers to take more responsibility for their algorithms and on policy makers to regulate their use. 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.

Mini Weapons Of Mass Destruction 2


Author : John Austin
language : en
Publisher: Chicago Review Press
Release Date : 2011


Download Mini Weapons Of Mass Destruction 2 written by John Austin and has been published by Chicago Review Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Crafts & Hobbies categories.


Culling common household items to create an uncommon arsenal of miniature gadgets and sidearms, this guidebook provides do-it-yourself spy enthusiasts with 35 different surveillance tools and weapons. From a mini-catapult in a breath-mint tin to milk-jug cap blow-dart wristwatches, this handbook details how to achieve clandestine ends practically and inexpensively. In addition to creating weapons such as periscopes, bionic ears, and grappling hooks, spies-to-be will find ideas on how to hide their stash--a deck of cards, a false-bottom soda bottle, or a cereal box-brief case--and tips for target practice. Clear diagrams and instructions make construction simple, while easy-to-follow safety tips help ensure DIY builders avoid injuries. Projects include a paper throwing star, a bowler hat launcher, and a Q-pick blow gun.

Mini Weapons Of Mass Destruction 3


Author : John Austin
language : en
Publisher: Chicago Review Press
Release Date : 2013-05-01


Download Mini Weapons Of Mass Destruction 3 written by John Austin and has been published by Chicago Review Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-05-01 with Science categories.


In a world where moats and drawbridges are in short supply, many people are poorly equipped to defend their turf. However, author and toy designer John Austin can show even the novice knight how to turn pencils, rubber bands, and binder clips into powerful, miniaturized catapults and more. A pair of chopsticks, a few cotton swabs, tape, and string make a handy launcher. A pair of old CDs, craft sticks, and discarded batteries can be fashioned into a working trebuchet. And a bottle cap and rubber band can be transformed into a tiny, toothpick-launching crossbow. This handy resource provides detailed, step-by-step instructions with diagrams to show desktop warriors how to build 35 different siege weapons. All of the projects in MiniWeapons of Mass Destruction 3 are built from common household and office items—plastic rulers, disposable utensils, markers, clothes pins, paper clips, wire hangers, and discarded packaging—all clearly detailed on materials lists. Builders are given a variety of catapults, crossbows, trebuchets, ballistae, and onagers to choose from. Once they’ve assembled their arsenals, the author provides readers a number of medieval targets to practice their shooting skills. An empty milk carton becomes a siege tower; an oatmeal box, a castle turret. Armed and trained, there’s no need for a person’s cubicle, desk, or personal space to go undefended. Huzzah! John Austin is a professional toy designer and author of MiniWeapons of Mass Destruction, So Now You’re a Zombie, and MiniWeapons of Mass Destruction 2. He lives in Cincinnati, Ohio.

Doing Data Science


Author : Cathy O'Neil
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2013-10-09


Download Doing Data Science written by Cathy O'Neil and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-09 with Computers categories.


Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know. In many of these chapter-long lectures, data scientists from companies such as Google, Microsoft, and eBay share new algorithms, methods, and models by presenting case studies and the code they use. If you’re familiar with linear algebra, probability, and statistics, and have programming experience, this book is an ideal introduction to data science. Topics include: Statistical inference, exploratory data analysis, and the data science process Algorithms Spam filters, Naive Bayes, and data wrangling Logistic regression Financial modeling Recommendation engines and causality Data visualization Social networks and data journalism Data engineering, MapReduce, Pregel, and Hadoop Doing Data Science is collaboration between course instructor Rachel Schutt, Senior VP of Data Science at News Corp, and data science consultant Cathy O’Neil, a senior data scientist at Johnson Research Labs, who attended and blogged about the course.

Hello World


Author : Hannah Fry
language : en
Publisher: Random House
Release Date : 2018-09-06


Download Hello World written by Hannah Fry and has been published by Random House this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-06 with Science categories.


‘One of the best books yet written on data and algorithms. . .deserves a place on the bestseller charts.’ (The Times) You are accused of a crime. Who would you rather determined your fate – a human or an algorithm? An algorithm is more consistent and less prone to error of judgement. Yet a human can look you in the eye before passing sentence. Welcome to the age of the algorithm, the story of a not-too-distant future where machines rule supreme, making important decisions – in healthcare, transport, finance, security, what we watch, where we go even who we send to prison. So how much should we rely on them? What kind of future do we want? Hannah Fry takes us on a tour of the good, the bad and the downright ugly of the algorithms that surround us. In Hello World she lifts the lid on their inner workings, demonstrates their power, exposes their limitations, and examines whether they really are an improvement on the humans they are replacing. A BBC RADIO 4: BOOK OF THE WEEK SHORTLISTED FOR THE 2018 BAILLIE GIFFORD PRIZE AND 2018 ROYAL SOCIETY SCIENCE BOOK PRIZE