Why AI/Data Science Projects Fail: How to Avoid Project Pitfalls

Weiner, Joyce

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.

Details

Published by: Springer

Publication Date: 2020-12-18

Format: Paperback

ISBN-10: 9783031005572

ISBN-13: 9783031005572

DOI: 10.1007/978-3-031-01685-1

Dimensions: 235cm x191cm

Pages: 65