[KINDLE] ✿ Weapons of Math Destruction How Big Data Increases Ineuality and Threatens Democracy Author Cathy O'Neil – Bunatime.co A former Wall Street uant sounds an alarm on mathematical modeling—a pervasive new force in society that threatens to undermine democracy and widen ineuality We live in the age of the algorithm IA former Wall Street uant sounds an alarm on mathematical modeling—a pervasive new force in society that threatens to undermine democracy and widen ineuality 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 a.

Re opaue 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.

weapons ebok math pdf destruction mobile data download increases free ineuality free threatens epub democracy pdf Weapons of pdf Math Destruction ebok Math Destruction How Big free of Math Destruction ebok of Math Destruction How Big ebok Weapons of Math Destruction How Big Data Increases Ineuality and Threatens Democracy KindleRe opaue 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.

PDF/EPUB Weapons of Math Destruction How Big Data Increases ð bunatime.co weapons ebok, math pdf, destruction mobile, data download, increases free, ineuality free, threatens epub, democracy pdf, Weapons of pdf, Math Destruction ebok, Math Destruction How Big free, of Math Destruction ebok, of Math Destruction How Big ebok, Weapons of Math Destruction How Big Data Increases Ineuality and Threatens Democracy KindleThis was such a Malcolm Gladwell take on data science I think this book touches on an important subject and people should be aware of the issues O'Neil discusses But instead of doing a deep dive into the subject it just felt like a list of bad algorithms with instances of the people they hurt It didn't contain many examples of WMDs that I had not already heard of and that might be because she cited the New York Times for like all her case studiesAs someone who works in the field I don't think this book was geared towards me It wasn't tec

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PDF/EPUB Weapons of Math Destruction How Big Data Increases ð bunatime.co weapons ebok, math pdf, destruction mobile, data download, increases free, ineuality free, threatens epub, democracy pdf, Weapons of pdf, Math Destruction ebok, Math Destruction How Big free, of Math Destruction ebok, of Math Destruction How Big ebok, Weapons of Math Destruction How Big Data Increases Ineuality and Threatens Democracy KindleCaptivating Insightful And important A 50000 foot view of how automated big data is a great tool for understanding human nature How it has great promise to make our lives easy And yet a very real takedown of how systems engineers and corrupt power seekers like corporate executives and

PDF/EPUB Weapons of Math Destruction How Big Data Increases ð bunatime.co weapons ebok, math pdf, destruction mobile, data download, increases free, ineuality free, threatens epub, democracy pdf, Weapons of pdf, Math Destruction ebok, Math Destruction How Big free, of Math Destruction ebok, of Math Destruction How Big ebok, Weapons of Math Destruction How Big Data Increases Ineuality and Threatens Democracy KindleWelcome to the dark side of big data Thus the author concludes the Introduction section of this book Computers and the internet have enabled us to advance into the new world of algorithms and big data with ramifications that most people are unaware of Surfing the web clicking like in Facebook Googling iesearching on line and making online purchases are common examples where big data is either tracking and potentially impacting our lives Some of these are benign and can be helpful But this book focuses sharply in the other direction on the harmful examples that effect people at critical life moments going to college borrowing money getting sentenced to prison finding and holding a job All these life domains are increasingly controlled by secret models wielding arbitrary punishments One of the most shocking pieces of information provide

PDF/EPUB Weapons of Math Destruction How Big Data Increases ð bunatime.co weapons ebok, math pdf, destruction mobile, data download, increases free, ineuality free, threatens epub, democracy pdf, Weapons of pdf, Math Destruction ebok, Math Destruction How Big free, of Math Destruction ebok, of Math Destruction How Big ebok, Weapons of Math Destruction How Big Data Increases Ineuality and Threatens Democracy KindleIs it legitimate to reduce people to the data that can be extracted from them?Please note that I put the original German text at the end of this review Just if you might be interestedEspecially the predictions made poss

PDF/EPUB Weapons of Math Destruction How Big Data Increases ð bunatime.co weapons ebok, math pdf, destruction mobile, data download, increases free, ineuality free, threatens epub, democracy pdf, Weapons of pdf, Math Destruction ebok, Math Destruction How Big free, of Math Destruction ebok, of Math Destruction How Big ebok, Weapons of Math Destruction How Big Data Increases Ineuality and Threatens Democracy KindleThis book did a nice job describing large scale data modeling and its pitfalls in a very accessible manner It is so easy to think of computer algorithms as unbiased; however the author demonstrates how they really do discriminate Next time I teach a class involving statistics I may use this book to show students how it is dangerous to blindly believe the numbers

PDF/EPUB Weapons of Math Destruction How Big Data Increases ð bunatime.co weapons ebok, math pdf, destruction mobile, data download, increases free, ineuality free, threatens epub, democracy pdf, Weapons of pdf, Math Destruction ebok, Math Destruction How Big free, of Math Destruction ebok, of Math Destruction How Big ebok, Weapons of Math Destruction How Big Data Increases Ineuality and Threatens Democracy KindleThe subtitle of this book How Big Data Increases Ineuality and Threatens Democracy really says it all Big data has come into our lives in numerous ways and many of them are a scourge on our lives Big data in and of itself is not to blame but the uses to which it is put are often outrageous Take the case of automated teacher evaluations These are often based on the improvement of students' scores It seems like a no brainer and since the scores take into account the improvement rather than the absolute scores they seem to be very fair However one New York teacher received an abysmal score of 6 out of 100 on

PDF/EPUB Weapons of Math Destruction How Big Data Increases ð bunatime.co weapons ebok, math pdf, destruction mobile, data download, increases free, ineuality free, threatens epub, democracy pdf, Weapons of pdf, Math Destruction ebok, Math Destruction How Big free, of Math Destruction ebok, of Math Destruction How Big ebok, Weapons of Math Destruction How Big Data Increases Ineuality and Threatens Democracy KindleBig Data is opaue complicated managed by profit seeking corporations and is and dictating certain societal conditions from getting a job to applying to college to receiving healthcare Data on its own seems amoral a way to implement systems that are fair But O'

PDF/EPUB Weapons of Math Destruction How Big Data Increases ð bunatime.co weapons ebok, math pdf, destruction mobile, data download, increases free, ineuality free, threatens epub, democracy pdf, Weapons of pdf, Math Destruction ebok, Math Destruction How Big free, of Math Destruction ebok, of Math Destruction How Big ebok, Weapons of Math Destruction How Big Data Increases Ineuality and Threatens Democracy KindleWe like to think of mathematics as basically pure and free from the nastier side effects of human nature And this purity rubs off – so that the closer a science is to being able to be described in numbers the highly we regard it – so physic is seen as somehow higher than biology and economics than anthropology That is if you can predict behaviour on the basis of an algorithm – whether that be the behaviour of a billiard ball or a homeless person – then this is proper science and it has a claim to a kind of objective truth that sets it aside from being challengedAnd that is the point of this book – it seeks to help shatter this illusion particularly in relation to the human sciences but also and perhaps importantly in relation to marketing insurance policing education and other social activities that are increasingly being modelled and even normalised by algorithms She refers to these algorithms as the weapons of math destructi

PDF/EPUB Weapons of Math Destruction How Big Data Increases ð bunatime.co weapons ebok, math pdf, destruction mobile, data download, increases free, ineuality free, threatens epub, democracy pdf, Weapons of pdf, Math Destruction ebok, Math Destruction How Big free, of Math Destruction ebok, of Math Destruction How Big ebok, Weapons of Math Destruction How Big Data Increases Ineuality and Threatens Democracy KindleFor the most part WMD is a rant with only impractical statements as solutions The author is onto something critically important when one reads the title of the book and goes through the first few pages However it is a tragedy to see the author falling in love with her own phrase WMD and completely losing the plot The examples used are good in the beginning but soon turn ridiculous they would be laughable if not so lamentable for th