Causal Artificial Intelligence: The Next Step in Effective Business AI
暫譯: 因果人工智慧：有效商業AI的下一步
Hurwitz, Judith S., Thompson, John K.
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商品描述
Discover the next major revolution in data science and AI and how it applies to your organization
In Causal Artificial Intelligence: The Next Step in Effective, Efficient, and Practical AI, a team of dedicated tech executives delivers a business-focused approach based on a deep and engaging exploration of the models and data used in causal AI. The book's discussions include both accessible and understandable technical detail and business context and concepts that frame causal AI in familiar business settings.
Useful for both data scientists and business-side professionals, the book offers:
- Clear and compelling descriptions of the concept of causality and how it can benefit your organization
- Detailed use cases and examples that vividly demonstrate the value of causality for solving business problems
- Useful strategies for deciding when to use correlation-based approaches and when to use causal inference
An enlightening and easy-to-understand treatment of an essential business topic, Causal Artificial Intelligence is a must-read for data scientists, subject matter experts, and business leaders seeking to familiarize themselves with a rapidly growing area of AI application and research.
商品描述(中文翻譯)
探索數據科學和人工智慧的下一次重大革命及其如何應用於您的組織
在Causal Artificial Intelligence: The Next Step in Effective, Efficient, and Practical AI中，一組專注的科技高管提供了一種以商業為中心的方法，基於對因果人工智慧中使用的模型和數據的深入且引人入勝的探索。本書的討論包括可理解的技術細節以及框架因果人工智慧於熟悉商業環境中的商業背景和概念。
本書對於數據科學家和商業專業人士均有幫助，提供了：
- 清晰且引人注目的因果關係概念描述，以及它如何使您的組織受益
- 詳細的使用案例和示例，生動展示因果關係在解決商業問題中的價值
- 有用的策略，幫助決定何時使用基於相關性的方式，何時使用因果推斷
這是對一個重要商業主題的啟發性且易於理解的處理，Causal Artificial Intelligence是數據科學家、主題專家和商業領導者必讀的書籍，幫助他們熟悉這一快速增長的人工智慧應用和研究領域。
作者簡介
JUDITH S. HURWITZ is the chief evangelist at Geminos Software, a causal AI platform company. For more than 35 years she has been a strategist, technology consultant to software providers, and a thought leader having authored 10 books in topics ranging from augmented intelligence, data analytics, and cloud computing.
JOHN K. THOMPSON is an international technology executive with over 37 years of experience in the fields of data, advanced analytics, and artificial intelligence (AI). John is responsible for the global AI function at EY. He has previously led the global Artificial Intelligence and Rapid Data Lab teams at CSL Behring and is the bestselling author of three books on data analytics.
作者簡介(中文翻譯)
朱迪思·S·赫維茲是Geminos Software的首席推廣官，該公司專注於因果AI平台。她在軟體提供商擔任策略師和技術顧問已有超過35年的經驗，並且是思想領袖，著作涵蓋增強智能、數據分析和雲計算等主題，共計10本書籍。
約翰·K·湯普森是一位國際技術高管，在數據、高級分析和人工智能（AI）領域擁有超過37年的經驗。約翰負責安永（EY）的全球AI職能。他曾在CSL Behring領導全球人工智能和快速數據實驗室團隊，並且是三本關於數據分析的暢銷書作者。
