Why AI/Data Science Projects Fail

丛 书 名：Synthesis Lectures on Computation and Analytics

作     者：Joyce Weiner 

I S B N：(纸本) 9781636390383;9781636390406 

出 版 社：Morgan & Claypool 

出 版 年：2020年

主 题 词：information science \u0026 technology computer science information science \u0026 technology computing: general business management \u0026 finance business \u0026 management project management 

学科分类：0711[理学-系统科学] 07[理学] 08[工学] 081101[工学-控制理论与控制工程] 0811[工学-控制科学与工程] 071102[理学-系统分析与集成] 081103[工学-系统工程] 

摘      要：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.