图书标签: 机器学习 人工智能 AI 计算机 科普 machine-learning algorithm Algorithm
发表于2024-05-10
The Master Algorithm pdf epub mobi txt 电子书 下载 2024
A thought-provoking and wide-ranging exploration of machine learning and the race to build computer intelligences as flexible as our own
In the world's top research labs and universities, the race is on to invent the ultimate learning algorithm: one capable of discovering any knowledge from data, and doing anything we want, before we even ask. In The Master Algorithm, Pedro Domingos lifts the veil to give us a peek inside the learning machines that power Google, Amazon, and your smartphone. He assembles a blueprint for the future universal learner--the Master Algorithm--and discusses what it will mean for business, science, and society. If data-ism is today's philosophy, this book is its bible.
Pedro Domingos is a professor of computer science at the University of Washington. He is a winner of the SIGKDD Innovation Award, the highest honor in data science. A fellow of the Association for the Advancement of Artificial Intelligence, he lives near Seattle.
感觉还是面向非ML从业者多一些
评分私以为豆瓣把中英两本书合并在一起的行为是不负责任的。不了解中文版是否能做到信达雅,可是英文版确实是醍醐贯耳。历史的车轮往前的时候,车上的人看到的是减速玻璃;历史是缓慢倾斜颠覆的巨轮,另一侧的人还未察觉。在翻船前上岸。
评分The evolution of AI.
评分The evolution of AI.
评分感觉还是面向非ML从业者多一些
1) 一本关于机器学习的科普著作,最适合IT学生、研究者和从业者阅读;非IT读者可能比较烧脑。 (2) 最有价值的部分是系统讲解了机器学习五大流派(符号学派、联结学派、进化学派、贝叶斯学派、类推学派)的基本思想和原理、主算法,以及发展的脉络. 这不简单。 (3) 作者以探求...
评分 评分因为翻译不忍直视,搬运一份Github上的笔记来,原文在此。另注:因为原文中有些条目不是很连贯,有些摘抄没有什么意思,所以略有删节。 Prologue Chapter 1: The Machine Learning Revolution Chapter 2: The Master Algorithm Chapter 3: Hume's Problem of Induction Chapter...
评分书名虽为终极算法,但是按照现在机器学习的研究进度,距离终极算法还有较长的路要走,所以本书主要介绍了五种主要的机器学习流派。本书的翻译虽然大家颇有微词,但无奈机器学习的领域新术语太多,因此直接看原版还是力有不逮,只能默默忍受煎熬读完,同时总结出五大流派的一些...
评分The Master Algorithm pdf epub mobi txt 电子书 下载 2024