How AI Works: From Sorcery to Science (Paperback)
暫譯: 人工智慧的運作：從魔法到科學 (平裝本)

Kneusel, Ronald T.

How AI Works: From Sorcery to Science (Paperback)
  • 出版商: No Starch Press
  • 出版日期: 2023-10-24
  • 售價: $1,150
  • 貴賓價: 9.5 折 $1,093
  • 語言: 英文
  • 頁數: 192
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1718503725
  • ISBN-13: 9781718503724
  • 相關分類: 人工智慧

    • 立即出貨 (庫存=1)

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商品描述

AI isn't magic. How AI Works demystifies the explosion of artificial intelligence by explaining--without a single mathematical equation--what happened, when it happened, why it happened, how it happened, and what AI is actually doing "under the hood."

Artificial intelligence is everywhere--from self-driving cars, to image generation from text, to the unexpected power of language systems like ChatGPT--yet few people seem to know how it all really works. How AI Works unravels the mysteries of artificial intelligence, without the complex math and unnecessary jargon.

You'll learn:

 

  • The relationship between artificial intelligence, machine learning, and deep learning
  • The history behind AI and why the artificial intelligence revolution is happening now
  • How decades of work in symbolic AI failed and opened the door for the emergence of neural networks
  • What neural networks are, how they are trained, and why all the wonder of modern AI boils down to a simple, repeated unit that knows how to multiply input numbers to produce an output number.
  • The implications of large language models, like ChatGPT and Bard, on our society--nothing will be the same again


AI isn't magic. If you've ever wondered how it works, what it can do, or why there's so much hype, How AI Works will teach you everything you want to know.

商品描述(中文翻譯)

AI 不是魔法。《如何運作的人工智慧》揭開了人工智慧爆炸性發展的神秘面紗，解釋了——不需要任何數學方程——發生了什麼、何時發生、為什麼發生、如何發生，以及人工智慧實際上在「幕後」做了什麼。

人工智慧無處不在——從自駕車、從文本生成圖像，到像 ChatGPT 這樣的語言系統的意外強大——然而，似乎很少有人真正了解它是如何運作的。《如何運作的人工智慧》揭示了人工智慧的奧秘，沒有複雜的數學和不必要的行話。

你將學到：

- 人工智慧、機器學習和深度學習之間的關係
- 人工智慧的歷史以及為什麼人工智慧革命現在正在發生
- 符號人工智慧數十年的努力如何失敗，並為神經網絡的出現鋪平道路
- 神經網絡是什麼、如何訓練，以及為什麼現代人工智慧的所有奇蹟歸結為一個簡單的、重複的單元，該單元知道如何將輸入數字相乘以產生輸出數字
- 大型語言模型（如 ChatGPT 和 Bard）對我們社會的影響——一切都將不再相同

AI 不是魔法。如果你曾經想知道它是如何運作的、它能做什麼，或者為什麼有如此多的炒作，《如何運作的人工智慧》將教你所有你想知道的事情。

作者簡介

Ronald T. Kneusel is a data scientist who builds deep-learning (AI) systems, as well as extensive experience with medical imaging and the development of medical devices. He earned a PhD in machine learning from the University of Colorado, Boulder, has nearly 20 years of machine learning experience in industry, and is presently pursuing deep-learning projects with L3Harris Technologies, Inc. Kneusel is also the author of Random Numbers and Computers (Springer 2018), in addition to Math for Deep Learning, Practical Deep Learning, Strange Code, and The Art of Randomness--all published by No Starch Press.

作者簡介(中文翻譯)

Ronald T. Kneusel 是一位數據科學家，專注於構建深度學習（AI）系統，並擁有豐富的醫學影像和醫療設備開發經驗。他在科羅拉多大學博爾德分校獲得機器學習博士學位，擁有近20年的行業機器學習經驗，目前正在與 L3Harris Technologies, Inc. 進行深度學習項目。Kneusel 也是 Random Numbers and Computers（Springer 2018）的作者，此外還著有 Math for Deep Learning、Practical Deep Learning、Strange Code 和 The Art of Randomness，這些書籍均由 No Starch Press 出版。

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