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深度学习革命
深度学习革命
深度学习革命
作者:凯德·梅茨
格式:EPUB/MOBI/AZW3
时间:2024-01-08
豆瓣评分:8.5
内容简介

内容简介

长期以来,人工智能一直被视为一种遥远的未来技术,它是一个被委托给科学界边缘的项目,甚至在历史上两次走入绝境,陷入寒冬,直到一些孤注一掷的研究人员用一场新的变革打破了宁静——深度学习革命。

近年来,让人工智能受到全世界瞩目的高调事件,基本上都是基于深度学习的。比如,AlphaGo击败了世界围棋冠军,自然语言处理催生了智能语音助手,自动驾驶、人脸识别在世界范围内得到广泛应用,AI绘画更是以假乱真、火遍全球……可以说,深度学习已经浸入了我们的日常生活,从边缘走到了舞台的中心,正蓄势待发,即将掀起一场惊人的变革。

这是一本讲述人工智能,尤其是深度学习的历史与未来的书。在这本书中,作者讲述了一群将深度学习带给全世界的企业家和科学家的故事,从谷歌、Facebook、百度等大公司的决策者讲到学术界的领军人物——“深度学习三巨头”,再讲到DeepMind、OpenAI等知名实验室的开创者。读者可以通过这些人的故事,跟随现代人工智能的发展脚步,从人工智能研究的萌芽阶段开始,穿过两次人工智能的寒冬,一直了解到当下全新的前沿进展。通过描绘人工智能的发展脉络和各大科技公司在前沿趋势方面的布局,这本书阐释了人工智能如何走到了今天,以及它在未来将如何发展。

作者简介

凯德·梅茨

《连线》杂志和《纽约时报》的知名记者,长期关注谷歌、Facebook等科技互联网企业,人工智能、深度学习等科技趋势,以及与之相关的前沿思想。他经常在广播和电视上讨论人工智能话题,是美国国家公共广播电台(NPR)、美国消费者新闻与商业频道(CNBC)和微软全国广播电台(MSNBC)的受邀嘉宾。


Content introduction

For a long time, artificial intelligence was seen as a technology of the distant future, a project entrusted to the fringes of the scientific community, even going to the wall twice in history, falling into the cold winter, until some desperate researchers broke the quiet with a new revolution - the deep learning revolution.

In recent years, the high-profile events that have brought artificial intelligence to the world's attention have basically been based on deep learning. For example, AlphaGo defeated the world Go champion, natural language processing gave birth to intelligent voice assistants, automatic driving, face recognition are widely used in the world, AI painting is a fake, fire all over the world... It can be said that deep learning has been immersed in our daily lives, from the margins to the center of the stage, and is poised to set off an amazing revolution.

This is a book about the history and future of artificial intelligence, especially deep learning. In this book, the author tells the story of a group of entrepreneurs and scientists who have brought deep learning to the world, from the decision-makers of large companies such as Google, Facebook, and Baidu to the leading figures in academia - the "Deep Learning three" - to the founders of well-known LABS such as DeepMind and OpenAI. Readers can follow the development of modern artificial intelligence through the stories of these people, starting from the embryonic stage of artificial intelligence research, through two artificial intelligence winters, and have been aware of the current new frontier progress. By mapping the evolution of artificial intelligence and the positioning of major technology companies in the forefront of trends, the book explains how artificial intelligence has gotten to where it is today and how it will evolve in the future.

About the author

Cade Metz

A well-known journalist from Wired Magazine and The New York Times, he has long paid attention to technology and Internet companies such as Google and Facebook, technological trends such as artificial intelligence and deep learning, and cutting-edge ideas related to them. He regularly discusses AI topics on radio and television, and has been an invited guest on NPR, CNBC, and MSNBC.

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文件名称:深度学习革命
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