Why Data Science Projects Fail, 9781032660301
Paperback
Unmasking AI failures: Real stories to make data science projects succeed.

Why Data Science Projects Fail

the harsh realities of implementing ai and analytics, without the hype

$45.75

  • Paperback

    208 pages

  • Release Date

    5 September 2024

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Summary

Decoding Data Science: Why Projects Fail and How to Succeed

The field of artificial intelligence, data science, and analytics is facing a critical challenge: exaggerated promises and oversimplified projects are eroding trust in data-driven decision-making.

This book offers a dose of realism to counter the AI hype. Written by experts, it emphasizes the power of mathematics, computing, and analytics while addressing the high failure rate (80% or more) of analytics projects. Th…

Book Details

ISBN-13:9781032660301
ISBN-10:1032660309
Series:Chapman & Hall/CRC Data Science Series
Author:Douglas Gray, Evan Shellshear
Publisher:Taylor & Francis Ltd
Imprint:Chapman & Hall/CRC
Format:Paperback
Number of Pages:208
Release Date:5 September 2024
Weight:340g
Dimensions:234mm x 156mm
About The Author

Douglas Gray

Douglas Gray is a practitioner, leader, and educator with over 30 years of experience leading award-winning teams at industry luminaries in Analytics, including INFORMS Prize-winning American Airlines and Walmart. His teams have delivered advanced game-changing solutions in the airline operations, healthcare, and omnichannel retail supply chain domains which deliver hundreds of millions of dollars in business value and economic impact annually. He teaches Analytics and AI Strategy at Southern Methodist University (SMU) in the Executive MBA, Executive Education, and MS Data Science programs, and has published over a dozen articles on Analytics best practices and applications.

Dr Evan Shellshear is an expert in artificial intelligence with a Ph.D. in Game Theory from the Nobel Prize winning University of Bielefeld in Germany. He has almost two decades of international experience in the development and design of AI tools for a variety of industries having worked with the world’s top companies on all aspects of advanced analytical solutions from optimisation to machine learning in applications from HR to oil and gas, and robotics to supply chain. He is also the author of the Amazon best seller, Innovation Tools. Evan is currently based in Brisbane, Australia and is the CEO of a global AI digital platform.

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