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Published 20 hours ago • verified publisher icon xLaszlo
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Collection of articles listing reasons why data science projects fail.

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Dutch child benefit scandal

https://www.politico.eu/article/dutch-scandal-serves-as-a-warning-for-europe-over-risks-of-using-algorithms/

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Failure Modes in Machine Learning

https://arxiv.org/pdf/1911.11034.pdf

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From Martin Goodson

https://www.martingoodson.com/ten-ways-your-data-project-is-going-to-fail/

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Challenges in Deploying Machine Learning: a Survey of Case Studies

https://arxiv.org/pdf/2011.09926.pdf Andrei Paleyes Raoul-Gabriel Urma Neil D. Lawrence

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Socio-Technical Anti-Patterns in Building ML-Enabled Software - Leipzig University / MLOps.community

https://sws.informatik.uni-leipzig.de/wp-content/uploads/2023/01/socio-technical-anti-patterns-icse2023.pdf

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Collection of articles listing reasons why data science projects fail.

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