书籍 AIQ的封面

AIQ

Nicholas Polson, James Scott

出版时间

2018-05-15

ISBN

9781250182159

评分

★★★★★
书籍介绍
From two leading data scientists, what everyone needs to know to understand how intelligent machines are changing the world and how we can use this knowledge to make better decisions in our own lives. Dozens of times per day, we all interact with intelligent machines that are constantly learning from the wealth of data now available to them. These machines, from smart phones to talking robots to self-driving cars, are remaking the world in the 21st century in the same way that the Industrial Revolution remade the world in the 19th century. AIQ is based on a simple premise: if you want to understand the modern world, then you have to know a little bit of the mathematical language spoken by intelligent machines. AIQ will teach you that language―but in an unconventional way, anchored in stories rather than equations. You will meet a fascinating cast of historical characters who have a lot to teach you about data, probability, and better thinking. Along the way, you'll see how these same ideas are playing out in the modern age of big data and intelligent machines―and how these technologies will soon help you to overcome some of your built-in cognitive weaknesses, giving you a chance to lead a happier, healthier, more fulfilled life.
用户评论
[有声书] 之前马克《当人工智能考上名校》时被友邻安利的,书蛮不错的!典型的美式科普畅销书写法:划一个重点,翻开历史追本溯源,再仔细介绍现在的情况。不过这本书的重点都划得很不错;条件概率(eg推荐系统)、贝叶斯定理(eg自动驾驶定位)、汇编语言的“人机互动”与自然语言处理所需要的大数据、中心极限定理里的误差判定、个人化医疗数据以及靠AI给出基本诊断(尤其是图像识别技术eg肿瘤)… 最后的落脚点在人和AI共同创造美好未来;AI算法的bias最终来自人的bias… 其中一章讲到了我读博学校的一个教授的研究成果,当时听到名字一惊;另外提到了differential privacy,因为自己做相关的研究,就知道离美好的未来还差远了哈!书很能起到科普解惑的作用,例子很好,读完或许就有了所谓的AIQ!
Z-Library