Download Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy - Cathy O'Neil | ePub
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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.
This book will focus sharply in the other direction, on the damage inflicted by wmds and the injustice.
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Weapons of math destruction was in my list of books to read for quite a while. The book came out in 2016 and since then i’ve heard quotes in podcasts, videos and articles in several occasions. Each chapter is a slap in the the face and converges directly with everything i have studied and read in recent years.
Weapons of mass maths destruction calculator comic postcard and a great selection of related books, art and collectibles available now at abebooks.
Jan 9, 2017 weapons of math destruction (2016) by cathy o'neil makes a very compelling case for people to start asking more questions and demand.
96 quotes from weapons of math destruction: how big data increases inequality and threatens democracy: ‘big data processes codify the past.
Jun 27, 2019 the author has christened these mathematical models and algorithms “weapons of math destruction” (wmd) because of their attributes: opacity.
Title: weapons of math destruction: how big data increases inequality and threatens democracy / cathy o’neil description: first edition. New york: crown publishers [2016] identifiers: lccn 2016003900 (print) lccn 2016016487 (ebook) isbn 9780553418811 (hardcover) isbn 9780553418835 (pbk.
Weapons of math destruction by cathy o’niel is an interesting and accessible read that provides some valuable insight into the world of big data, predictive analytics, and artificial intelligence. She identifies some very real technical and underlying scientific issues as the world races to advance these technologies.
Cathy o'neill's weapons of math destruction is an approachable, easy to digest book on a big, complex subject: big data and how it affects our everyday lives. It covers several areas people may be familiar with in passing, but probably haven't thought much about (college rankings, for example), and how algorithms and big data come into play.
Weapons of math destruction audiobook by cathy o'neil, narrated by cathy o' neil.
Weapons of math destruction is a book about the perils of big data, written by cathy o’neil, a mathematician and the author of mathbabe. It explores how algorithms are used in ways that reinforce pre-existing inequality.
Weapons of math destruction: how big data increases inequality and threatens democracy: o'neil, cathy: amazon.
Weapons of math destruction: how big data increases inequality and threatens democracy.
Weapons of math destruction by cathy o’neil explores how algorithms affect various aspects of our lives in ways that we might not expect. The book tackles issues such as higher education, criminal justice, employment, and civic duties, and the ways in which data and algorithms influence these issues.
The most straightforward takeaway from “weapons of math destruction” is that there is an awful lot that can go wrong with the use of large-scale, opaque mathematical models. The best way to understand and come to terms with this bewildering truth is to become immersed in the multifarious examples of things going wrong.
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.
Sep 21, 2016 but i'm really tempted to start this post with “must read” because cathy o'neil's book, weapons of math destruction: how big data increases.
For those curious about how big data can help them and their businesses, or how it has been reshaping the world around them, weapons of math destruction is an essential starting place. --national post cathy o'neil has seen big data from the inside, and the picture isn't pretty.
In her interesting weapons of math destruction: how big data increases inequality and threatens democracy, cathy o’neil defines weapons of math destruction based on three criteria - opacity, unfairness and scale. Opacity makes it hard to assess the fairness of mathematical models (i’ll use the term algorithms through most of this post), and it facilitates (or might even be a key component.
Cathy o'neil, a mathematician, data scientist and author of the best-seller weapons of math destruction: how big data increases inequality.
Weapons of math destruction opens the curtain on algorithms that exploit people and distort the truth while posing as neutral mathematical tools. This book is wise, fierce, and desperately necessary -- jordan ellenberg, author of how not to be wrong weapons of math destruction is a fantastic, plainspoken call to arms.
Aug 22, 2017 that's the argument made by cathy o'neil in her book “weapons of math destruction: how big data increases inequality and threatens.
Oct 26, 2016 the book weapons of math destruction: how big data increases inequality and threatens democracy comes at a crucial time.
While the reports of the death of big data do seem to be exaggerated, more and more critical voices are emerging and it seems like a broader public debate on the phenomenon is finally in the making. Cathy o'neil's new book weapons of math destruction is a timely and highly accessible intervention in the discussion.
For those curious about how big data can help them and their businesses, or how it has been reshaping the world around them, weapons of math destruction is an essential starting place. ” —national post “cathy o’neil has seen big data from the inside, and the picture isn’t pretty.
Weapons of math destruction makes some good points about the use and abuse of math models and big data. The most persuasive arguments focus on the use of predictive modeling and its use in criminal sentencing, monitoring driving habits to determine auto insurance rates, and monitoring physical fitness as part of health insurance coverage.
Weapons of math destruction: how big data increases inequality and threatens a former wall street quant sounds an alarm on the mathematical models that.
Sep 6, 2017 weapons of math destruction: how big data increases inequality and threatens democracy, by cathy o'neil (2016).
Weapons of math destruction: how big data increases inequality and threatens democracy “weapons of math destruction: how big data increases inequality.
Weapons of math destruction: how big data increases inequality and threatens democracy - ebook written by cathy o'neil. Read this book using google play books app on your pc, android, ios devices. Download for offline reading, highlight, bookmark or take notes while you read weapons of math destruction: how big data increases inequality and threatens democracy.
Sep 14, 2016 as o'neil defines it, a weapon of math destruction, or wmd, has three elements: opacity, scale, and damage.
Pdf on jun 1, 2019, shikha verma published weapons of math destruction: how big data increases inequality and threatens democracy find, read and cite all the research you need on researchgate.
Apr 22, 2020 weapons of math destruction is a book about the perils of big data, written by cathy o'neil, a mathematician and the author of mathbabe.
Weapons of math destruction: how big data increases inequality and threatens democracy. Uc berkeley-educated with a phd from harvard, she left an academic career to join the finance industry. After realizing how wall street was using mathematics in an unethical way, she went on to research algorithms in different industries and their negative impact on social groups and individuals.
From harvard and a data-scientist who hopes to someday have a better answer to the question, “what can a non-academic mathematician do that makes the world a better place?” in the meantime, she wrote a seminal book titled weapons of math destruction: how big data increases inequality and threatens democracy.
From targeted advertising and insurance to education and policing, cathy o'neil's new book 'weapons of math destruction' looks at how algorithms and big data are targeting the poor, reinforcing.
Weapons of math destruction: how big data increases inequality and threatens democracy pdf book by cathy o'neil read online or free download in epub, pdf or mobi ebooks. Published in september 6th 2016 the book become immediate popular and critical acclaim in non fiction, science books.
In her book, weapons of math destruction: how big data increases inequality and threatens democracy, mathematician cathy o’neil explores how blindly trusting algorithms to make sensitive decisions can harm many people who are on the receiving end of those decisions.
Oct 17, 2016 in her new book, weapons of math destruction: how big data increases inequality and threatens democracy, data scientist and activist cathy.
Jan 15, 2021 book review: weapons of math destruction: how big data increases inequality and threatens democracy – cathy o'neil, 2016.
Weapons of math destruction should be required reading for anybody whose life will be affected by big data, which is to say: required reading for everyone. It’s a wake-up call – a journalistic heir to the jungle and silent spring.
Sep 6, 2016 weapons of math destruction: how big data increases inequality and threatens democracy.
October 4, 2016—cathy o’neil, data scientist and author of the new book weapons of math destruction: how big data increases inequality and threatens democracy, discussed how some algorithms can have an invisible, but important and destructive impact on people’s lives.
Dec 7, 2016 in her new book, weapons of math destruction, data scientist cathy o'neil discusses example after example of algorithms that make troublingly.
Weapons of math destruction: how big data increases inequality and threatens democracy is a book about the societal impact of algorithms, written by cathy o’neil. It explores how various big data algorithms are increasingly used in ways that reinforce preexisting inequality.
New york times bestseller • a former wall street quant sounds the alarm on big data and the mathematical models that.
Oct 27, 2016 a harvard phd graduate in mathematics and actively involved in the occupy movement, o'neil's experience is crucial to her new book: weapons.
She is a weekly guest on the slate money podcast and is currently writing a book about the dark side of big data called weapons of math destruction: how big data increases inequality and threatens democracy coming out september 2016 with random house.
That changed when i read a book called weapons of math destruction in 2016. Cathy o'neil, a mathematician and data scientist, demystifies big data algorithms and explains how they are used virtually everywhere.
Weapons of math destruction is a 2016 american book about the societal impact of algorithms, written by cathy o'neil. It explores how some big data algorithms are increasingly used in ways that reinforce preexisting inequality. It was longlisted for the 2016 national book award for nonfiction, has been widely reviewed, and won the euler book prize.
Buy weapons of math destruction: how big data increases inequality and threatens democracy 01 by o'neil, cathy (isbn: 9780241296813) from amazon's book store.
Oct 17, 2016 on september 16, 2016, social science matrix hosted cathy o'neil, author of weapons of math destruction: how big data increases inequality.
May 23, 2019 algorithms are increasingly playing a larger role in processes like hiring, particularly with personality tests.
Read reviews and buy weapons of math destruction - by cathy o'neil her one of the most valuable observers of the continuing weaponization of big data.
Weapons of math destruction, which o’neil refers to throughout the book as wmds, are mathematical models or algorithms that claim to quantify important traits: teacher quality, recidivism risk.
How big data increases inequality and threatens democracy - weapons of math destruction by cathy o'neil.
Buy weapons of math destruction how big data increases inequality and threatens democracy ( paperback).
Algorithms decide who gets a loan, who gets a job interview, who gets insurance and much more -- but they don't automatically make things fair. Mathematician and data scientist cathy o'neil coined a term for algorithms that are secret, important and harmful: weapons of math destruction.
Weapons of math destruction: how big data increases inequality and threatens democracy is out now and published by crown.
Weapons of math destruction: how big data destroys lives when companies hide algorithms from public view, the data are used for destructive purposes, warns cathy o'neil in her new book.
Get this from a library! weapons of math destruction how big data increases inequality and threatens democracy.
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