Synthesis Lectures on Computation and Analytics: How to Avoid Project Pitfalls

Weiner, Joyce

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.

Details

Published by: Springer

Publication Date: 2025-07-30

Format: Paperback

ISBN-13: 9783031908699

DOI: 10.1007/978-3-031-90870-5

Dimensions: 240cm x168cm

Pages: 71