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

#mlops #machine-learning #data-science