This Second Edition addresses five common pitfalls that prevent projects from reaching deployment and provides tools and methods to avoid these pitfalls. Current statistics show that 87% of AI and Big Data projects fail by never reaching deployment, making this book an essential resource for data science and AI practitioners, as well as managers. The author illustrates the methods and tools by including real examples from her experience building and deploying data science and AI projects. This new edition builds upon the original book with revisions, updates and features a new chapter on Generative AI.

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Bibliographic Details

Title: Why AI/Data Science Projects Fail
Publisher: Springer International Publishing AG, CH
Publication Date: 2025
Language: English
ISBN 10: 3031908694
ISBN 13: 9783031908699
Binding: Paperback
Edition: Second Edition 2026.
Condition: New

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About the Author

Joyce Weiner is a Principal Engineer at Intel Corporation. Her area of technical expertise is data science and using data to drive efficiency. Joyce is a black belt in Lean Six Sigma. She has a B.S. in Physics from Rensselaer Polytechnic Institute and an M.S. in Optical Sciences from the University of Arizona.

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