Artificial Intelligence for Business, 2/e
暫譯: 商業人工智慧,第二版

Rose, Doug

相關主題

商品描述

Millions of non-technical professionals and leaders want to understand Artificial Intelligence (AI) and Machine Learning (ML) -- whether to improve their businesses, be more effective citizens, consumers or policymakers, or just out of sheer curiosity. Until now, most books on the subject have either been too complicated and mathematical, or have simply avoided the big picture by focusing on the use of specific software libraries. In Artificial Intelligence for Business , Doug Rose bridges the gap, offering today's most accessible and useful introduction to AI and ML technologies -- and what they can and can't do.
Rose begins by tracing AI's evolution from the early 1950s to the present, illuminating core ideas that still drive its development. Next, he explores recent innovations that have reinvigorated the field by providing the "big data" that makes machine learning so powerful - innovations such as GPS, social media and electronic transactions. Finally, he explains how today's machines learn by combining powerful processing, advanced algorithms, and artificial neural networks that mimic the human brain.
Throughout, he illustrates key concepts with practical examples that help you connect AI, ML, and neural networks to specific problems and solutions. Step by step, he systematically demystifies these powerful technologies, removing the fear, bewilderment, and advanced math -- so you can understand the new possibilities they create, and start using them.

商品描述(中文翻譯)

數以百萬計的非技術專業人士和領導者希望了解人工智慧(Artificial Intelligence, AI)和機器學習(Machine Learning, ML)——無論是為了改善他們的業務、成為更有效的公民、消費者或政策制定者,或僅僅出於好奇。到目前為止,大多數關於這個主題的書籍要麼過於複雜且數學性強,要麼僅僅通過專注於特定軟體庫的使用而忽略了全局。在《人工智慧與商業》一書中,Doug Rose 彌補了這一差距,提供了當今最易於理解和實用的人工智慧和機器學習技術入門——以及它們能做什麼和不能做什麼。

Rose 首先追溯了人工智慧自1950年代初期至今的演變,闡明了仍然推動其發展的核心理念。接著,他探討了最近的創新,這些創新通過提供使機器學習如此強大的「大數據」而重新振興了該領域——例如 GPS、社交媒體和電子交易等創新。最後,他解釋了當今的機器如何通過結合強大的處理能力、先進的演算法和模擬人腦的人工神經網絡來學習。

在整個過程中,他用實際範例來說明關鍵概念,幫助你將人工智慧、機器學習和神經網絡與具體問題和解決方案聯繫起來。一步一步地,他系統地揭開這些強大技術的神秘面紗,消除恐懼、困惑和高級數學——讓你能夠理解它們所創造的新可能性,並開始使用它們。

作者簡介

Doug Rose (Atlanta, GA Area) specializes in organizational coaching, training, and change management. He's worked over twenty years transforming organizations with technology and training. Rose has helped several Fortune(R) 500 clients optimize business processes and improve productivity and delivery. He also teaches at the University of Chicago, Syracuse University, Emory University, and the University of Virginia.

作者簡介(中文翻譯)

道格·羅斯(喬治亞州亞特蘭大地區)專注於組織輔導、培訓和變革管理。他在利用技術和培訓轉型組織方面擁有超過二十年的經驗。羅斯幫助多家《財富》500強客戶優化業務流程,提高生產力和交付效率。他還在芝加哥大學、雪城大學、埃默里大學和維吉尼亞大學教授課程。