Causal Artificial Intelligence: The Next Step in Effective Business AI
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)
在《因果人工智慧：有效、高效和實用人工智慧的下一個重大革命》中，一個專注於技術的執行團隊提供了一種以企業為導向的方法，該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。該書的討論包括易於理解的技術細節以及將因果人工智慧置於熟悉的商業環境中的商業背景和概念。
這本書對於數據科學家和業務專業人士都非常有用，提供了以下內容：
- 清晰而引人入勝的因果性概念描述，以及它如何使您的組織受益
- 生動演示因果性在解決業務問題方面的價值的詳細使用案例和示例
- 在何時使用基於相關性的方法和何時使用因果推斷的有用策略
《因果人工智慧》是一本關於重要商業主題的啟發性且易於理解的著作，對於希望熟悉一個快速發展的人工智慧應用和研究領域的數據科學家、專業人士和業務領導者來說，這是一本必讀之作。
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)
JUDITH S. HURWITZ 是 Geminos Software 的首席傳教士，該公司是一家因果關聯人工智慧平台公司。她擁有超過35年的策略家和技術顧問經驗，曾為軟體供應商提供服務，並在擴增智能、數據分析和雲端運算等領域撰寫了10本書籍，是一位思想領袖。
JOHN K. THOMPSON 是一位國際科技高管，擁有超過37年的數據、高級分析和人工智慧（AI）領域的經驗。John 負責 EY 全球的人工智慧業務。他曾領導 CSL Behring 的全球人工智慧和快速數據實驗室團隊，並是三本關於數據分析的暢銷書籍的作者。
