The Book of Why 在線電子書 圖書標籤: 統計 邏輯 方法論 計算機 因果 哲學 科普 AI
發表於2024-05-09
The Book of Why 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024
每個人都是一部因果關係自動機。真要把人腦對因果的思維過程掰扯明白,還真是不容易。作者的因果模型,是把復雜問題簡單化的經典例子瞭。
評分每個人都是一部因果關係自動機。真要把人腦對因果的思維過程掰扯明白,還真是不容易。作者的因果模型,是把復雜問題簡單化的經典例子瞭。
評分這本書很不錯哦 提供瞭另外一個思考 causal 的角度也還蠻科普的
評分學統計教統計十幾年,好多核心的概念第一次看人講得這麼清楚,豁然開朗豁然開朗!
評分從公司圖書館藉得此書,翻瞭前兩章,結閤得到上萬維鋼的講解,大緻瞭解瞭因果關係的重要性和對下一步強AI的啓發,為什麼要超越相關性去探求因果性。如作者在前言末尾講到的:“Data do not understand cause and effects; human do. I hope that the new science of casual inference will enable us to better understand how we do it, because there is no better way to understand ourselves than by emulating ourselves. ”
Judea Pearl is a professor of computer science at UCLA and winner of the 2011 Turing Award and the author of three classic technical books on causality. He lives in Los Angeles, California.
Dana Mackenzie is an award-winning science writer and the author of The Big Splat, or How Our Moon Came to Be. He lives in Santa Cruz, California.
A Turing Award-winning computer scientist and statistician shows how understanding causality has revolutionized science and will revolutionize artificial intelligence
“Correlation is not causation.” This mantra, chanted by scientists for more than a century, has led to a virtual prohibition on causal talk. Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality–the study of cause and effect–on a firm scientific basis. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet; and how to answer hard questions, like whether a drug cured an illness. Pearl’s work enables us to know not just whether one thing causes another: it lets us explore the world that is and the worlds that could have been. It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needs The Book of Why.
这本书着实烧脑,是讲因果关系的新科学,我实在不能用简明的语言来描述,要举的案例也有点冗长,我只能告诉你几个大的框架: 1 三级因果思维,原来我们的思想还能分出个三个层次,分别是观察,干预和想象,现在的人工智能还只达到第一级,大数据阶段[发呆] 2 回归均值,你知道...
評分豆瓣要求1周出书评确实有些强人所难,以本书的内容含量来看,是值得开一年的读书会来反复研读的“新经典”。我们或许目睹了《自然哲学的科学原理》、《物种起源》相同级别的书诞生,何其幸哉。如果用一句话来为本书作品,那就是:这是一本你不看也值得买来摆在书架上的书。 本...
評分The ladder of causation Association Predictions based on passive observations Intervention Involving not just seeing but changing what is Counterfactuals Not only experiments, but also need the model of the underlying causal process--"theory" or "a law of n...
評分这本书着实烧脑,是讲因果关系的新科学,我实在不能用简明的语言来描述,要举的案例也有点冗长,我只能告诉你几个大的框架: 1 三级因果思维,原来我们的思想还能分出个三个层次,分别是观察,干预和想象,现在的人工智能还只达到第一级,大数据阶段[发呆] 2 回归均值,你知道...
評分The Book of Why 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024