Why AI/Data Science Projects Fail: How to Avoid Project Pitfalls (Synthesis Lectures on Computation and Analytics) - Tapa blanda

Weiner, Joyce

 
9783031908699: Why AI/Data Science Projects Fail: How to Avoid Project Pitfalls (Synthesis Lectures on Computation and Analytics)
Tapa blanda
ISBN 10: 3031908694 ISBN 13: 9783031908699
Editorial: Springer-Verlag GmbH, 2025

Sinopsis

This Second Edition addresses five common pitfalls that prevent projects from reaching deployment and provides tools and methods to avoid these pitfalls.

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Acerca del autor

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. 

De la contraportada

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.

In addition, this book: 

  • Presents an effective framework for building successful AI and data science projects from the ground up
  • Includes strategies, tools, real-world examples, and detailed templates that readers can apply to their own projects
  • Provides tips specifically aimed toward managers of data science and AI teams

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. 

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer-Verlag GmbH
Año de publicación
2025
Idioma
Inglés
ISBN 10 
3031908694
ISBN 13 
9783031908699
Encuadernación
Tapa blanda
Número de edición
2
Número de páginas
84
Contacto del fabricante
Springer Nature Customer Service Center GmbH
ProductSafety@springernature.com

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