Joyce Weiner

Broschiertes Buch

Why AI/Data Science Projects Fail

How to Avoid Project Pitfalls

Beschreibung

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.

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. 

Produktdetails

• Synthesis Lectures on Computation and Analytics
• Verlag: Springer / Springer International Publishing / Springer Nature Switzerland / Springer, Berlin
• Artikelnr. des Verlages: 978-3-031-90869-9
• 2. Aufl.
• Seitenzahl: 69
• Erscheinungstermin: 7. August 2025
• Englisch
• Abmessung: 240mm x 168mm
• ISBN-13: 9783031908699
• ISBN-10: 3031908694
• Artikelnr.: 73687958