Why AI/Data Science Projects Fail
暫譯: 為什麼 AI/數據科學專案會失敗
Weiner, Joyce
- 出版商: Morgan & Claypool
- 出版日期: 2020-12-18
- 售價: $2,090
- 貴賓價: 9.5 折 $1,986
- 語言: 英文
- 頁數: 77
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1636390404
- ISBN-13: 9781636390406
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相關分類:
Data Science
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相關主題
商品描述
Recent data shows that 87% of Artificial Intelligence/Big Data projects don't make it into production (VB Staff, 2019), meaning that most projects are never deployed. This book addresses five common pitfalls that prevent projects from reaching deployment and provides tools and methods to avoid those pitfalls. Along the way, stories from actual experience in building and deploying data science projects are shared to illustrate the methods and tools. While the book is primarily for data science practitioners, information for managers of data science practitioners is included in the Tips for Managers sections.
商品描述(中文翻譯)
最近的數據顯示，87% 的人工智慧/大數據專案無法進入生產環境（VB Staff, 2019），這意味著大多數專案從未被部署。本書針對五個常見的陷阱進行探討，這些陷阱阻礙了專案的部署，並提供避免這些陷阱的工具和方法。在此過程中，將分享實際建構和部署數據科學專案的經驗故事，以說明這些方法和工具。雖然本書主要針對數據科學從業者，但在「管理者提示」部分也包含了針對數據科學從業者管理者的信息。
