Opinion

Why 90 percent of all machine learning models never make it into production

Companies are lacking leadership support, effective communication between teams, and accessible data

Ari Joury, PhD
Towards Data Science
8 min readNov 8, 2020

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Man sitting in front of computer screen which depicts a brain with a label “not approved”
Most machine learning models never get deployed. Image by author

CCorporations are going through rough times. And I’m not talking about the pandemic and the stock market volatility.

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Founder of Wangari. Sustainable finance & ESG-financial modeling. Get all articles 3 days in advance: https://wangari.substack.com