Artificial Intuition: The Improbable Deep Learning Revolution
暫譯: 人工直覺:不可能的深度學習革命

Carlos E Perez

  • 出版商: W. W. Norton
  • 出版日期: 2018-01-15
  • 售價: $2,050
  • 貴賓價: 9.5$1,948
  • 語言: 英文
  • 頁數: 394
  • 裝訂: Paperback
  • ISBN: 1983895644
  • ISBN-13: 9781983895647
  • 相關分類: DeepLearning
  • 海外代購書籍(需單獨結帳)

商品描述

I challenge you to find a field as interesting and exciting as Deep Learning. This book is a spin-off from my previous book "The Deep Learning AI Playbook". The Playbook was meant for a professional audience. This is targeted to a much wider audience. There are two kinds of audiences, those looking to explore and those looking to optimize. There are two ways to learn, learning by exploration and learning by exploitation. This book is about exploration into the emerging field of Deep Learning. It's more like a popular science book and less of a business book. It's not going to provide any practical advice of how to use or deploy Deep Learning. However, it's a book that will explore this new field in many more perspectives. So at the very least, you’ll walk away with the ability to hold a very informative and impressive conversation about this unique subject. It's my hope that having less constraints on what I can express can lead to a more insightful and novel book. There are plenty of ideas that are either too general or too speculative to fit within a business oriented book. With a business book, you always want to manage expectations. Artificial Intelligence is one of those topics that you want to keep speaking in a conservative manner. That's one reason I felt the need for this book. Perhaps the freedom to be more liberal can give readers more ideas as where this field is heading. Also, it's not just business that needs to understand Deep Learning. We are all going to be profoundly impacted by this new kind of Artificial Intelligence and it is critical we all develop at least a good intuition of how it will change the world.The images in the front cover are all generated using Deep Learning technology.

商品描述(中文翻譯)

我挑戰你去找一個像深度學習(Deep Learning)這樣有趣且令人興奮的領域。本書是我之前的書籍《深度學習人工智慧手冊》(The Deep Learning AI Playbook)的衍生作品。手冊是針對專業讀者而設計的,而本書則針對更廣泛的讀者群體。讀者可以分為兩種,一種是尋求探索的,另一種是尋求優化的。學習有兩種方式,探索式學習和利用式學習。本書是關於對新興的深度學習領域進行探索。它更像是一本科普書,而不是一本商業書。它不會提供任何有關如何使用或部署深度學習的實用建議。然而,這本書將從更多的角度探索這個新領域。因此,至少你將能夠進行一場非常有見地且令人印象深刻的對話,關於這個獨特的主題。我希望能夠減少我表達的限制,從而使這本書更具洞察力和新穎性。有許多想法過於一般或過於推測,無法適合商業導向的書籍。在商業書籍中,你總是希望管理期望。人工智慧(Artificial Intelligence)是那種你希望以保守的方式持續討論的主題之一。這也是我感到需要這本書的原因之一。或許更自由的表達可以給讀者更多關於這個領域未來走向的想法。此外,不僅僅是商業需要理解深度學習。我們都將受到這種新型人工智慧的深刻影響,因此我們每個人都必須至少對它將如何改變世界有一個良好的直覺。封面上的圖像都是使用深度學習技術生成的。