Weapons of Math Destruction pdf epub mobi txt 電子書 下載 2024


Weapons of Math Destruction

簡體網頁||繁體網頁
Cathy O'Neil
Crown
2016-9-6
272
USD 26.00
Hardcover
9780553418811

圖書標籤: 大數據  社會學  美國  數字社會學  inequality  數學  社會  政治科學   


喜歡 Weapons of Math Destruction 的讀者還喜歡




點擊這裡下載
    


想要找書就要到 小哈圖書下載中心
立刻按 ctrl+D收藏本頁
你會得到大驚喜!!

发表于2024-11-21

Weapons of Math Destruction epub 下載 mobi 下載 pdf 下載 txt 電子書 下載 2024

Weapons of Math Destruction epub 下載 mobi 下載 pdf 下載 txt 電子書 下載 2024

Weapons of Math Destruction pdf epub mobi txt 電子書 下載 2024



圖書描述

A former Wall Street quant sounds an alarm on mathematical modeling—a pervasive new force in society that threatens to undermine democracy and widen inequality.

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 are opaque, 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, both as individuals and as a society. Models that score teachers and students, sort resumes, grant (or deny) loans, evaluate workers, target voters, set parole, and monitor our health—all have pernicious feedback loops. They don’t simply describe reality, as proponents claim, they change reality, by expanding or limiting the opportunities people have. O’Neil calls on modelers to take more responsibility for how their algorithms are being used. But in the end, it’s up to us to become more savvy about the models that govern our lives. This important book empowers us to ask the tough questions, uncover the truth, and demand change.

Weapons of Math Destruction 下載 mobi epub pdf txt 電子書

著者簡介

Catherine ("Cathy") Helen O'Neil is an American mathematician and the author of the blog mathbabe.org and several books on data science, including Weapons of Math Destruction. She was the former Director of the Lede Program in Data Practices at Columbia University Graduate School of Journalism, Tow Center and was employed as Data Science Consultant at Johnson Research Labs.

She lives in New York City and is active in the Occupy movement.


圖書目錄


Weapons of Math Destruction pdf epub mobi txt 電子書 下載
想要找書就要到 小哈圖書下載中心
立刻按 ctrl+D收藏本頁
你會得到大驚喜!!

用戶評價

評分

學術界的人或許會說這裏都是例子,比較淺薄,不成體係也沒有深度。但我覺得這裏的討論都非常有價值,作者也非常真誠。作為一個比較早的討論統計和數據方法的倫理以及社會公平的讀物來說,我覺得值得贊美一下。

評分

一篇討伐大數據的檄文。與那些贊歌不同,作者解釋各行各業中所用的數學模型(以及人們應對這些模型的方法)背後所蘊藏的種種歧視、黑箱與不公。這些陰暗麵加劇瞭當今社會的貧富差距和底層人民的憤怒,監管時不我待。

評分

名字起得不錯,作者對“數學殺傷性武器“的定義也很明確:opaque, large scale ,disruptive. 現實生活中的例子也有清晰闡述,包括 value added model 並不能真正反映教師的水平(很多差生+很多好生的班級能夠進步的空間不大,相反比較中等的班級更容易通過提高成績而增加教師的評分);大數據分析信貸對弱勢群體的不公;自動調班係統讓零售業打工者疲於奔命等。

評分

想知道"大數據"毛病的不用讀瞭。完全是一個"science is bad because it hurts my feeling"的完美案例。這下某些低等物種又可以造反有理瞭。

評分

Big data ethics, 數據和模型導緻瞭社會資源的重新配置很有啓發。抒情和道德抨擊減一星。

讀後感

評分

作者在华尔街对冲基金德绍集团担任过金融工程师,后来去银行做过风险分析,再后来去做旅游网站的用户分析。后来辞职专门揭露美国社会生活背后的各种算法的阴暗面。 书中提到的算法的技术缺陷,我归纳为两点:第一个比较致命:不准确。不准确有两种体现,首先是算法先天的问题,...  

評分

大数据是近年来特别火热的词,不管是不是互联网企业,都随时往大数据身上靠,仿佛一下子能提高自己逼格一样。在这种火热的气氛中,很多人往往对于大数据能做什么,做的好事多还是坏事多,不去反思和检讨,也很少有人愿意去听别人的反思。 音乐平台总监们的失算 记得《中国新说...  

評分

The answer is yes. A model, after all, is nothing more than an abstract representation of some process, be it a baseball game, an oil company’s supply chain, a foreign government’s actions, or a movie theater’s attendance. Whether it’s running in a comp...  

評分

【春上春树随喜文化】 算法是层级和并行思维的融合 可视化,标准化,规模化,全球化 去中心化,分布式计算,智能虚拟助手 乃至宗教般毋庸置疑的 民主和科学的感召 最后所有人被既得利益者 网罗为囊中之物 辛普森悖论 是《国富论》所谓的 看不见的手 阶层难以穿透 跃迁机会渺茫 ...

評分

【春上春树随喜文化】 算法是层级和并行思维的融合 可视化,标准化,规模化,全球化 去中心化,分布式计算,智能虚拟助手 乃至宗教般毋庸置疑的 民主和科学的感召 最后所有人被既得利益者 网罗为囊中之物 辛普森悖论 是《国富论》所谓的 看不见的手 阶层难以穿透 跃迁机会渺茫 ...

類似圖書 點擊查看全場最低價

Weapons of Math Destruction pdf epub mobi txt 電子書 下載 2024


分享鏈接





相關圖書




本站所有內容均為互聯網搜索引擎提供的公開搜索信息,本站不存儲任何數據與內容,任何內容與數據均與本站無關,如有需要請聯繫相關搜索引擎包括但不限於百度google,bing,sogou

友情鏈接

© 2024 qciss.net All Rights Reserved. 小哈圖書下載中心 版权所有