Applying Data Science: How to Create Value with Artificial Intelligence

Kordon, Arthur K.

Applying Data Science: How to Create Value with Artificial Intelligence
  • 出版商: Springer
  • 出版日期: 2021-09-14
  • 售價: $3,760
  • 貴賓價: 9.5 折 $3,572
  • 語言: 英文
  • 頁數: 528
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030363775
  • ISBN-13: 9783030363772
  • 相關分類: 人工智慧、Data Science

    • 海外代購書籍(需單獨結帳)

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商品描述

Part I, From Business Problems to Data Science.- Data Science Based on Artificial Intelligence.- Business Problems Dependent on Data.- Artificial Intelligence-Based Data Science Solutions.- Integrate and Conquer.- The Lost-in-Translation Trap.- Part II, The AI-Based Data Science Toolbox.- The AI-Based Data Science Workflow.- Problem Knowledge Acquisition.- Data Preparation.- Data Analysis.- Model Development.- The Model Deployment Life Cycle.- Part III, AI-Based Data Science in Action.- Infrastructure.- People.- Applications of AI-Based Data Science in Manufacturing.- Applications of AI-Based Data Science in Business.- How to Operate AI-Based Data Science in a Business.- How to Become an Effective Data Scientist.- Glossary.

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