[PDF / Epub] ☃ Weapons of Math Destruction How Big Data Increases Ineuality and Threatens Democracy Author Cathy O'Neil – Sustanon.pro 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 epub math epub destruction book data pdf increases pdf ineuality mobile threatens pdf democracy pdf Weapons of pdf Math Destruction ebok Math Destruction How Big ebok of Math Destruction ebok of Math Destruction How Big pdf 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.

ePUB Cathy O'Neil ✓ Weapons of Math Destruction How Big Data Increases ✓ weapons epub, math epub, destruction book, data pdf, increases pdf, ineuality mobile, threatens pdf, democracy pdf, Weapons of pdf, Math Destruction ebok, Math Destruction How Big ebok, of Math Destruction ebok, of Math Destruction How Big pdf, 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 technical or specific enough Knowing her background I really wanted her to get into the nitty gritty of some of the mathematic

ePUB Cathy O'Neil ✓ Weapons of Math Destruction How Big Data Increases ✓ weapons epub, math epub, destruction book, data pdf, increases pdf, ineuality mobile, threatens pdf, democracy pdf, Weapons of pdf, Math Destruction ebok, Math Destruction How Big ebok, of Math Destruction ebok, of Math Destruction How Big pdf, Weapons of Math Destruction How Big Data Increases Ineuality and Threatens Democracy KindleO’Neil deserves some credit right off the bat for not waiting until her retirement from the hedge fund where she worked to tell us the secrets of how corporations use big data our data Underlying the collection an

ePUB Cathy O'Neil ✓ Weapons of Math Destruction How Big Data Increases ✓ weapons epub, math epub, destruction book, data pdf, increases pdf, ineuality mobile, threatens pdf, democracy pdf, Weapons of pdf, Math Destruction ebok, Math Destruction How Big ebok, of Math Destruction ebok, of Math Destruction How Big pdf, 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

ePUB Cathy O'Neil ✓ Weapons of Math Destruction How Big Data Increases ✓ weapons epub, math epub, destruction book, data pdf, increases pdf, ineuality mobile, threatens pdf, democracy pdf, Weapons of pdf, Math Destruction ebok, Math Destruction How Big ebok, of Math Destruction ebok, of Math Destruction How Big pdf, 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 ge

ePUB Cathy O'Neil ✓ Weapons of Math Destruction How Big Data Increases ✓ weapons epub, math epub, destruction book, data pdf, increases pdf, ineuality mobile, threatens pdf, democracy pdf, Weapons of pdf, Math Destruction ebok, Math Destruction How Big ebok, of Math Destruction ebok, of Math Destruction How Big pdf, 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 possible by big data are a frightening aspect so that behavior and personal development can be predicted with increasing probability Also like any artificial intelligence the algorithms and programs become and efficient both in parallel with the growing amount of data about the individual and through the optimization of the functioning Whether habits buying behavior Facebook Likes movement patterns writing style illnesses search machine inputs political activities professional aspects or social contacts everything flows together in a large memoryParticularly explosive is the ability to accurately predict the electoral behavior of specific groups of the population and thereby be able to address election advertising even target

ePUB Cathy O'Neil ✓ Weapons of Math Destruction How Big Data Increases ✓ weapons epub, math epub, destruction book, data pdf, increases pdf, ineuality mobile, threatens pdf, democracy pdf, Weapons of pdf, Math Destruction ebok, Math Destruction How Big ebok, of Math Destruction ebok, of Math Destruction How Big pdf, 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

ePUB Cathy O'Neil ✓ Weapons of Math Destruction How Big Data Increases ✓ weapons epub, math epub, destruction book, data pdf, increases pdf, ineuality mobile, threatens pdf, democracy pdf, Weapons of pdf, Math Destruction ebok, Math Destruction How Big ebok, of Math Destruction ebok, of Math Destruction How Big pdf, 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 one year and the following year received a wonderful score of 96 Obviously the teacher did not suddenly improve his teaching methodsIf a mathematician were to analyze the scores from such evaluations their random scatter would be instantly recog

ePUB Cathy O'Neil ✓ Weapons of Math Destruction How Big Data Increases ✓ weapons epub, math epub, destruction book, data pdf, increases pdf, ineuality mobile, threatens pdf, democracy pdf, Weapons of pdf, Math Destruction ebok, Math Destruction How Big ebok, of Math Destruction ebok, of Math Destruction How Big pdf, 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'Neil's point in this book is that all algorithms include basic assumptions and sometimes those basic assumptions are full of bias and not grounded in

ePUB Cathy O'Neil ✓ Weapons of Math Destruction How Big Data Increases ✓ weapons epub, math epub, destruction book, data pdf, increases pdf, ineuality mobile, threatens pdf, democracy pdf, Weapons of pdf, Math Destruction ebok, Math Destruction How Big ebok, of Math Destruction ebok, of Math Destruction How Big pdf, 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 – w

ePUB Cathy O'Neil ✓ Weapons of Math Destruction How Big Data Increases ✓ weapons epub, math epub, destruction book, data pdf, increases pdf, ineuality mobile, threatens pdf, democracy pdf, Weapons of pdf, Math Destruction ebok, Math Destruction How Big ebok, of Math Destruction ebok, of Math Destruction How Big pdf, 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 the people involved In the process the author loses her credibility as a champion of the topicCo