Artificial Intelligence for Business: A Roadmap for Getting Started with AI

Anderson, Jason L., Coveyduc, Jeffrey L.

  • 出版商: Wiley
  • 出版日期: 2020-04-21
  • 定價: $1,400
  • 售價: 9.0$1,260
  • 語言: 英文
  • 頁數: 240
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1119651735
  • ISBN-13: 9781119651734
  • 相關分類: 人工智慧
  • 立即出貨 (庫存 < 3)

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商品描述

Artificial Intelligence for Business: A Roadmap for Getting Started with AI will provide the reader with an easy to understand roadmap for how to take an organization through the adoption of AI technology. It will first help with the identification of which business problems and opportunities are right for AI and how to prioritize them to maximize the likelihood of success. Specific methodologies are introduced to help with finding critical training data within an organization and how to fill data gaps if they exist. With data in hand, a scoped prototype can be built to limit risk and provide tangible value to the organization as a whole to justify further investment. Finally, a production level AI system can be developed with best practices to ensure quality with not only the application code, but also the AI models. Finally, with this particular AI adoption journey at an end, the authors will show that there is additional value to be gained by iterating on this AI adoption lifecycle and improving other parts of the organization.

商品描述(中文翻譯)

《企業人工智慧:AI入門路線圖》將為讀者提供一個易於理解的路線圖,指導如何引領組織採用人工智慧技術。首先,它將幫助識別哪些商業問題和機會適合應用人工智慧,並如何優先考慮,以最大程度提高成功的可能性。介紹了具體的方法論,幫助組織內部找到關鍵的訓練數據,並在需要時填補數據缺口。有了數據,可以建立一個範圍有限的原型,以降低風險並為組織提供有形價值,以證明進一步投資的必要性。最後,可以開發一個生產級的人工智慧系統,並遵循最佳實踐,確保不僅應用程式代碼,還有人工智慧模型的質量。最後,通過這個特定的人工智慧採用之旅,作者將展示通過迭代這個人工智慧採用生命周期並改進組織的其他部分,可以獲得額外的價值。

作者簡介

JEFFREY L. COVEYDUC is Vice President and Master Inventor at IBM. His diverse background consists of positions that encompass the creation of innovative, technologically advanced global AI solutions and client adoption.

JASON L. ANDERSON is a Partner and CTO with the data consultancy, Comp Three, where he established a new AI line of business. He is also a former IBM Cognitive Architect and Master Inventor. He received both BS and MS degrees in Computer Science from California Polytechnic State University, SLO.

作者簡介(中文翻譯)

JEFFREY L. COVEYDUC是IBM的副總裁和主要發明家。他的多元背景包括創造創新的、技術先進的全球人工智慧解決方案和客戶採用。JASON L. ANDERSON是數據諮詢公司Comp Three的合夥人和首席技術官,他在該公司建立了一個新的人工智慧業務線。他也曾是IBM的認知架構師和主要發明家。他在加州州立理工大學獲得了計算機科學的學士和碩士學位。