TechTowards Data Scienceabout 1 hour ago
Model to Service: Churn API Journey
1 min read
A data engineer built a churn prediction model for fictional telecom Northline Mobile, achieving 81% accuracy on 7043 customers. The model became useful only after being exposed as a FastAPI service with preprocessing shared between training and inference.
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