Goal
Goal: a task in openthoughts-tblite-dev-apptainer-v1: OpenThoughts-TBLite dev (offline Apptainer, v1) (Harbor dataset). Build a complete machine learning classification pipeline for breast cancer diagnosis with MLflow experiment tracking, model registry, and FastAPI deployment. Train multiple…
The task
Build a complete machine learning classification pipeline for breast cancer diagnosis with MLflow experiment tracking, model registry, and FastAPI deployment. Train multiple classification models, track experiments with MLflow, register the best model, and serve predictions through a REST API.