现货为何机器能学习？现代人工智能背后的优雅数学 Why Machines Learn: The Elegant Math Behind Modern AI

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上海浦东

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作者Anil Ananthaswamy

出版社Dutton

ISBN9780593185742

出版时间2024-07

装帧精装

页数480页

货号9780593185742

上书时间2024-09-06

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商品描述: A rich, narrative explanation of the mathematics that has brought us machine learning and the ongoing explosion of artificial intelligence

Machine learning systems are making life-altering decisions for us: approving mortgage loans, determining whether a tumour is cancerous, or deciding whether someone gets bail. They now influence developments and discoveries in chemistry, biology, and physics—the study of genomes, extra-solar planets, even the intricacies of quantum systems. And all this before large language models such as ChatGPT came on the scene.

We are living through a revolution in machine learning-powered AI that shows no signs of slowing down. This technology is based on relatively simple mathematical ideas, some of which go back centuries, including linear algebra and calculus, the stuff of seventeenth- and eighteenth-century mathematics. It took the birth and advancement of computer science and the kindling of 1990s computer chips designed for video games to ignite the explosion of AI that we see today. In this enlightening book, Anil Ananthaswamy explains the fundamental math behind machine learning, while suggesting intriguing links between artifical and natural intelligence. Might the same math underpin them both?

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现货 为何机器能学习？现代人工智能背后的优雅数学 Why Machines Learn: The Elegant Math Behind Modern AI