MLOps Chat: How Should We Test ML Models? with Data Scientist Jeremy Jordan
I interview data scientist Jeremy Jordan about behavioral tests for machine learning models and data science projects! In this MLOps chat, we discuss:
- Why is ML model testing hard?
- What's a behavioral test?
- What is the future of ML model testing?
Digressions include:
- The amazing NLP checklist paper: https://www.aclweb.org/anthology/2020.acl-main.442/
- Jeremy Jordan's blog about model testing: https://www.jeremyjordan.me/testing-ml/
- Why fair AI & DevOps go hand-in-hand
Видео MLOps Chat: How Should We Test ML Models? with Data Scientist Jeremy Jordan канала DVCorg
- Why is ML model testing hard?
- What's a behavioral test?
- What is the future of ML model testing?
Digressions include:
- The amazing NLP checklist paper: https://www.aclweb.org/anthology/2020.acl-main.442/
- Jeremy Jordan's blog about model testing: https://www.jeremyjordan.me/testing-ml/
- Why fair AI & DevOps go hand-in-hand
Видео MLOps Chat: How Should We Test ML Models? with Data Scientist Jeremy Jordan канала DVCorg
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