PDF Weapons Of Math Destruction


Style for a Sunday newspaper article but I xpected uite a bit detail in a long form work WMD is a well known book by now and I have been meanin to read it for some time book by now and I have been meanin to read it for some time is short and Xenophon And His World (Historia Einzelschriften) easy to read Plenty ofxamples from different industries starting with Finance Cathy S Experience In This And Other Big Data Cathy s Geography of the Gaze: Urban and Rural Vision in Early Modern Europe experience in this and other Big Data Data Scientist roles helps to give her message credance Shexplains the Groove: An Aesthetic of Measured Time examples wellIf you are looking for a really in depth text this is not it This is meant forveryone and in that respect it is a good book When I started reading it I thought perhaps it could do with the Michael Lewis touch Flashboys Moneyball One Wild Weekend etc but when I finished I thought not It looks like this is the way the future looks and it is not pretty the way it is right now Let s hope that the technology and scale leads to greater beneifts to all and not mass categorisation with a dumb central machine This is anasy to read book with a raft of real world Forgetful of Their Sex examples across a range of industries fromducation finance to Naturally Naughty Wicked Willing ecommerse on where data has been mis used and negatively impacted customers andmployees It s an important perspectiv Interesting but very American based and many F. Scott Fitzgerald's The Great Gatsby examples were meaningless to me in Britain Not much insightful Well written and simplified This book offers the readers a uniue and balanced point of view on how big data can be used to create ineuality for many people in our society to benefit a very few groups ie the 1% the technocrats and government agencies Written by one of the articulate practitioners of Data Science Weapons of Ma. And necessary book the opposite is true The models being used today are opaue unregulated and incontestableven when they're wrong Most troubling they reinforce discrimination creating a toxic cocktail for democracyTracing the arc of a person's life Cathy O'Neil xposes the black box models that shape our future as individuals and as a soc. ,


I was already familiar with some of the matters discussed in the book but I did not know the full xtent of the use of the technology described in the book but I did not know the full Cruel Attachments: The Ritual Rehab of Child Molesters in Germany extent of the use of the technology described data regarding its abuseThe book covers several different fields all of them tied by the common theme of how the lack of understanding of algorithms sometimes unintentionally sometimes for personal gain leads tontirely false valuations of phenomena based on spurious correlations or too simplistic approaches that uite too often provide false bases on top of which important but ntirely unsubstantiated decisions are already being madeI strongly advise anyone but in particular people working in IT
To Read This Book 
read this book it is important that people are made aware of how little their choices and who they really are may matter in their lives once their data is fed to the algorithms most companies use nowadaysIT people can and should use this knowledge to push for a review of how people data is used to make decisions that affect people s lives This books makes an important argument about the lack of regulatory oversight as ver sections of our lives come to be analysed and decided via computational means Certainly this is an area of public policy that needs marked urgent attention While I somewhat agree with O Neil s point of view the level detail and the depth to which her arguments are developed seemed somewhat cursory We re often left having to rely on the author s say so as the vidence for the conclusions is seldom fully developed It reads somewhat like an Tempting Fate extended NYT think piece which is a fine. We live in the age of the algorithm Increasingly the decisions that affect our lives whether we get a job or a loan how much we pay for insurance are being made by mathematical models In theory this should lead to greater fairnessveryone is judged according to the same rules and bias is liminated But as Cathy O'Neil reveals in this urgent.

free download Weapons Of Math Destruction

Th Destruction uestions the use of algorithms and analytics in range of domains including ducation the justice system and ssential issue seems to be that some of these models have of domains including ducation the justice system and politicsThe Apocalyptic Cartography essential issue seems to be that some of these models have flaws1 the results are to somextent self fulfilling g Recidivism models that inflict longer sentences on some offenders when time in jail makes people likely to reoffend2 the models are not adjusted in light of incorrect predictions g Models of teacher performance that don t respond to huge year to year swings in scores and incorporate no feedbacks from students later life A Bride for McCain experienceCouple this with a peculiarly American willingness to screw its citizens over with unpredictable work schedules and docking of pay when wellness targets are not mettc and you have a recipe for so called innovation leaving us much worse off This book is a great introduction to the moral dimensions of science In many people s mind science is independent objective and dispassionate This book succinctly challenges that naive view of science It demonstrates sometimes too often how science is a very human activity and inarguably Heart and Soul / Almost Heaven exists within a very powerful cultural matrix that determines what we choose to measure how we interpret data and the subtle forces of self interestAs someone who develops WMD s for industry I found the bookxtremely useful in articulating our moral responsibilities in the field My hope is this book and it s cautionary tales becomes a compulsory text for those ngaged in the field and that it provides a moral mirror in which we can reflect often. Iety These weapons of math destruction score teachers and students sort CVs grant or deny loans valuate workers target voters and monitor our health O'Neilcalls on modellers to takeresponsibility for their algorithms and on policy makers to regulate their use But in the nd it's up to us to becomesavvy about the models that govern our lives. Weapons Of Math Destruction