Why AI/Data Science Projects Fail

£24.99

Why AI/Data Science Projects Fail

How to Avoid Project Pitfalls

Management decision making Operational research Probability and statistics Optimization Mathematical and statistical software Databases Applied computing Artificial intelligence

Author: Joyce Weiner

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Collection: Synthesis Lectures on Computation and Analytics

Language: English

Published by: Springer

Published on: 29th July 2025

Format: LCP-protected ePub

ISBN: 9783031908705


Overview

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.

Content and Features

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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