Why AI/Data Science Projects Fail

Why AI/Data Science Projects Fail: How to Avoid Project Pitfalls
by: Joyce Weiner
Publisher finelybook 出版社: Morgan & Claypool Publishers (30 Dec. 2020)
Language 语言: English
Print length 页数: 77 pages
ISBN-10: 1636390404
ISBN-13: 9781636390406Book Description
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.