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Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
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Weapons of math destruction: how big data increases inequality and threatens democracy november 9, 2020 january 13, 2021 cathy o’ neil is a mathematician and data scientist.
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.
A wmd, or weapon of math destruction, are usage of algorithm that end up being discriminatory toward some people, or that cause problem with their wide scale.
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.
The book proposes that the deep analyses of baseball statistics are a neutral instance of big data manipulation.
February 3, 2017 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.
New york times bestseller • a former wall street quant sounds the alarm on big data and the mathematical models that.
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.
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 4, 2018 o'neil's talk, which is free and open to the public, is titled, “how big data promotes inequality and threatens democracy.
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 quotes showing 1-30 of 96 “big data processes codify the past. Doing that requires moral imagination, and that’s something only humans can provide.
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.
Sep 6, 2017 weapons of math destruction: how big data increases inequality and threatens democracy, by cathy o'neil (2016).
Weapons of math destruction: mathematiker schulmathematikerin notizbuch liniert din a5 - 120 seiten fur notizen, zeichnungen, formeln - organizer.
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.
Oct 17, 2016 in her new book, weapons of math destruction: how big data increases inequality and threatens democracy, data scientist and activist cathy.
Apr 18, 2017 stephen raher reviews cathy o'neil's book, weapons of math destruction: how big data increases inequality and threatens democracy.
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.
Now in paperback, the big data story silicon valley proponents won't tell ( reuters), from one of the most valuable observers of the continuing weaponization.
These 'weapons of math destruction' score teachers and students, sort résumés, grant (or deny) loans, evaluate workers, target voters, set parole, and monitor.
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.
May 10, 2020 in my 19th book review of 2020, i welcome you to peek into the dark side of big data.
Weapons of math destruction: how big data increases inequality and threatens democracy is out now and published by crown.
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.
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.
Listen free to weapons of math destruction: how big data increases inequality and threatens democracy audiobook by cathy o'neil with a 30 day free trial!.
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.
96 quotes from weapons of math destruction: how big data increases inequality and threatens democracy: ‘big data processes codify the past.
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.
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.
Get this from a library! weapons of math destruction how big data increases inequality and threatens democracy.
Sep 25, 2019 weapons of math destruction is a must-read book for anyone who thinks that algorithms are by definition a fair and unbiased way to produce.
Jul 6, 2017 how big data increases inequality and threatens democracy these weapons of math destruction score teachers and students, sort cvs,.
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.
Buy weapons of math destruction how big data increases inequality and threatens democracy ( paperback).
Sep 14, 2016 as o'neil defines it, a weapon of math destruction, or wmd, has three elements: opacity, scale, and damage.
Mar 24, 2021 cathy o'neil, a mathematician and data scientist, demystifies big data algorithms and explains how they are used virtually everywhere.
Weapons of math destruction: how big data increases inequality and threatens a former wall street quant sounds an alarm on the mathematical models that.
Mar 3, 2018 civilian casualties: justice in the age of big data; ineligible to serve: getting a job; sweating bullets: on the job; collateral damage: landing.
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 “weapons of math destruction is a fantastic, plainspoken call to arms. It acknowledges that models aren’t going away: as a tool for identifying people in difficulty, they are amazing. But as a tool for punishing and disenfranchising, they’re a nightmare.
Nov 26, 2018 weapons of math destruction (with cathy o'neil) cathy and hugo discuss the current lack of fairness in artificial intelligence, how societal.
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.
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.
Tracing the arc of a person's life, cathy o'neil exposes the black box models that shape our future as individuals and as a society.
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.
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 a former wall street quant sounds an alarm on the mathematical.
How ill-conceived algorithms now micromanage america's economy, from advertising to prisons. “welcome to the dark side of big data,” writes math guru o' neil.
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.
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