Why AI/Data Science Projects Fail

How to Avoid Project Pitfalls

von Joyce Weiner

71 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Synthesis Lectures on Computation and Analytics
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9783031908699
• Sprache: Englisch
• Erscheinungsdatum: 30.07.2025
• Größe: 24 x 16.8 cm
• Verlag: Springer International Publishing