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California Housing Price Prediction with FastAPI

California Housing Price Prediction with FastAPI: a task in openthoughts-tblite-dev-apptainer-v1: OpenThoughts-TBLite dev (offline Apptainer, v1) (Harbor dataset). Build a complete machine learning regression pipeline that predicts California housing prices. Train multiple regression models…

The task

Build a complete machine learning regression pipeline that predicts California housing prices. Train multiple regression models, select the best performer, deploy it as a FastAPI web service, and validate predictions through API calls.

Part of laion/openthoughts-tblite-dev-apptainer-v1.