From Notebook to Production: What Sentiment Analysis Actually Takes
24 min
Machine Learning
ML Engineering
Sentiment Classification
A practitioner’s account of building a production-ready classifier on 130 million Amazon reviews, and everything a Jupyter notebook doesn’t teach you.
May 25, 2026
