Why AI/Data Science Projects Fail

Why AI/Data Science Projects Fail
Author :
Publisher : Morgan & Claypool Publishers
Total Pages : 79
Release :
ISBN-10 : 9781636390390
ISBN-13 : 1636390390
Rating : 4/5 (390 Downloads)

Book Synopsis Why AI/Data Science Projects Fail by : Joyce Weiner

Download or read book Why AI/Data Science Projects Fail written by Joyce Weiner and published by Morgan & Claypool Publishers. This book was released on 2020-12-18 with total page 79 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


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