Building a FastAPI endpoint for churn prediction, and everything that broke between "it runs" and "it's live"

The post Your Model Isn't Done Until Someone Else Can Call It appeared first on Towards Data Science.

Turning a trained churn classifier into a FastAPI service that other software can actually call.

The post My Model Worked Perfectly. Then I Tried to Make It Useful. appeared first on Towards Data Science.

What moving a Dockerized pipeline off my laptop taught me about containers, networking, and hidden assumptions.

The post I Deployed My Data Pipeline to AWS. Then Everything That Was “Local” Broke. appeared first on Towards Data Science.

Building my first dbt models and learning what “analysis-ready” data actually means

The post I Thought Loading Data Was the Finish Line. It Was the Starting Point. appeared first on Towards Data Science.