Build a Reproducible Machine Learning Snapshot with SQLite
A training table should not change silently when new source rows arrive. Build a small SQLite feature store with validated raw readings, a fixed cutoff time, recorded run metadata, and SQL checks that make each snapshot reproducible.
July 14, 2026 in Python, Data Engineering by Mehdi Lotfinejad10 minutes