業務總覽

Raw Data

UCI Online Retail

ETL & Clean

DuckDB · Pandas

Feature Eng.

RFM · Cohort

ML / Mining

K-Means · Apriori

API Layer

FastAPI · Pydantic

Dashboard

Next.js · Recharts