Artificial Intelligence for Business: A Roadmap for Getting Started with AI
暫譯: 商業人工智慧:入門AI的路線圖
Anderson, Jason L., Coveyduc, Jeffrey L.
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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)
《人工智慧在商業中的應用:開始使用人工智慧的路線圖》將為讀者提供一個易於理解的路線圖,指導組織如何採用人工智慧技術。首先,它將幫助識別哪些商業問題和機會適合人工智慧,並如何優先考慮這些問題,以最大化成功的可能性。書中介紹了具體的方法論,以幫助在組織內找到關鍵的訓練數據,以及如何填補數據缺口(如果存在的話)。擁有數據後,可以建立一個範圍明確的原型,以降低風險並為整個組織提供具體的價值,以證明進一步投資的合理性。最後,可以開發一個生產級的人工智慧系統,遵循最佳實踐,以確保不僅應用程式代碼的質量,還有人工智慧模型的質量。最終,隨著這一特定的人工智慧採用旅程的結束,作者將展示通過迭代這一人工智慧採用生命周期並改善組織的其他部分,還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 的副總裁及首席發明家。他擁有多元的背景,涵蓋創造創新且技術先進的全球 AI 解決方案及客戶採用的職位。
JASON L. ANDERSON 是數據諮詢公司 Comp Three 的合夥人及首席技術官,他在該公司建立了一個新的 AI 業務線。他也是前 IBM 認知架構師及首席發明家。他在加州理工州立大學(California Polytechnic State University, SLO)獲得計算機科學的學士及碩士學位。