Why AI/Data Science Projects Fail: How to Avoid Project Pitfalls (Synthesis Lectures on Computation and Analytics)
Date: June 1st, 2022
ISBN: 3031005570
Language: English
Number of pages: 70 pages
Format: True PDF
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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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