Free PDF Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy, by Cathy O'Neil
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Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy, by Cathy O'Neil
Free PDF Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy, by Cathy O'Neil
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Pressestimmen
Fascinating and deeply disturbing (Yuval Noah Harari Guardian Books of the Year)This is a manual for the 21st-century citizen, and it succeeds where other big data accounts have failed - it is accessible, refreshingly critical and feels relevant and urgent (Federica Cocco Financial Times)Well-written, entertaining and very valuable (Danny Dorling Times Higher Education)O'Neil has become a whistle-blower for the world of Big Data... Her work makes particularly disturbing points about how being on the wrong side of an algorithmic decision can snowball in incredibly destructive ways (Time)Cathy O'Neil has seen Big Data from the inside, and the picture isn't pretty. 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. Cathy O'Neil's book is important precisely because she believes in data science. It's a vital crash course in why we must interrogate the systems around us and demand better (Cory Doctorow, author of Little Brother and co-editor of Boing Boing)Often we don't even know where to look for those important algorithms, because by definition the most dangerous ones are also the most secretive. That's why the catalogue of case studies in O'Neil's book are so important; she's telling us where to look (Guardian)In today's world, if you want to change your fate you've got to pray at the altar of the algorithm... As math guru Cathy O'Neil argues in her newest book, these models are just the latest way America's institutions perpetuate bias and prejudice to reward the rich and keep the poor, well, poor. It's a nuanced reminder that big data is only as good as the people wielding it (Wired)Not math heavy, but written in an exceedingly accessible, almost literary style; her fascinating case studies of WMDs fit neatly into the genre of dystopian literature. There's a little Philip K. Dick, a little Orwell, a little Kafka in her portrait of powerful bureaucracies ceding control of the most intimate decisions of our lives to hyper-empowered computer models riddled with all of our unresolved, atavistic human biases (Chris Jackson Paris Review)O'Neil is an ideal person to write this book... She is one of the strongest voices speaking out for limiting the ways we allow algorithms to influence our lives and against the notion that an algorithm, because it is implemented by an unemotional machine, cannot perpetrate bias or injustice... While Weapons of Math Destruction is full of hard truths and grim statistics, it is also accessible and even entertaining. O'Neil's writing is direct and easy to read - I devoured it in an afternoon (Evelyn Lamb Scientific American)
Über den Autor und weitere Mitwirkende
Cathy O'Neil is a data scientist and author of the blog mathbabe.org. She earned a Ph.D. in mathematics from Harvard and taught at Barnard College before moving to the private sector, where she worked for the hedge fund D. E. Shaw. She then worked as a data scientist at various start-ups, building models that predict people's purchases and clicks. O'Neil started the Lede Program in Data Journalism at Columbia and is the author of Doing Data Science. She appears weekly on the Slate Money podcast.
Produktinformation
Taschenbuch: 272 Seiten
Verlag: Penguin; Auflage: 01 (6. Juli 2017)
Sprache: Englisch
ISBN-10: 9780141985411
ISBN-13: 978-0141985411
ASIN: 0141985410
Größe und/oder Gewicht:
12,9 x 1,6 x 19,8 cm
Durchschnittliche Kundenbewertung:
3.8 von 5 Sternen
24 Kundenrezensionen
Amazon Bestseller-Rang:
Nr. 1.271 in Fremdsprachige Bücher (Siehe Top 100 in Fremdsprachige Bücher)
Although quite interesting in general, it's extreme focus on the US did become rather obnoxious after some time, with the relevancy of many topics for EU countries bordering zero, due to the data protection laws active here. It's nevertheless an easy read with some nice idea, especially if you have never tackled the topic before.
While the book touches on the very important question about the reliability of the algorithms that increasingly govern all our daily lives, unfortunately it does not go much beyond newspaper levels. This is not to say that its messages should be ignored but based on its title and the background of the author I had hoped for more profound insights into actual shortcomings. All in all the book does not deliver more than a well written essay on the topic.
This is a place to go if you want to acquaint yourself with arcane world of mathematical models for different uses. It is scary how such a model can give shelter to all sorts of unpopular decisions. The book is written in a very good style, nothing pretentious and the writter is very modest in its displayal of mathematical and statistical skills. Always a good measure of problematics described without pomposity. I would say one of the better popular finance books in last years. But humanistics students beware - this is a world without personal opinion, judgement or displayal of maturity. This is a world where you serve to the model or go to obscurity.
I’m reading the book of Cathy O’Neil now. It is really very exciting and informative and the author explains well. A friend suggested me this book (Cathy O'Neil, Weapons of Math Destruction. How Big Data Increases Inequality and Threatens Democracy): "The book is quite eloquent in show the basical limits of such models, that are applied in big data analyzing and artificial intelligence".
A book every one should read before posting something in the internet (like this) or going on living in an everthing-is-recorded world like ours
Für jeden, der an Datenschutz interessiert ist und sich um die Digitalisierung kümmert, eine Pflichtlektüre! Vor allem für jene Softwareentwickler, die diese Programme schreiben und nicht darüber nachdenken, welche Folgen sie damit auslösen.
I can't say very much about this book, I bought it as a present. Delivery was fast and the book is of good quality.
Some really good points, however sometimes its too far-fetched
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