3 ms·
I link these resources often, but they are often relevant! See "The ML Test Score: A Rubric for ML Production Readiness and Technical Debt Reduction" [1] and th
by rasmi 8y ago
I link these resources often, but they are often relevant! See "The ML Test Score: A Rubric for ML Production Readiness and Technical Debt Reduction" [1] and the Rules of Machine Learning [2]. Another classic: "Machine Learning: The High Interest Credit Card of Technical Debt" [3], and recently added: Responsible AI Practices [4].
[1] https://ai.google/research/pubs/pub46555 https://ai.google/research/pubs/pub46555
[2] https://developers.google.com/machine-learning/rules-of-ml/ https://developers.google.com/machine-learning/rules-of-ml/
[3] https://ai.google/research/pubs/pub43146 https://ai.google/research/pubs/pub43146
[4] https://ai.google/education/responsible-ai-practices https://ai.google/education/responsible-ai-practices