Medium Tutorials

Hands-on data-science and data-quality tutorials by Laure Berti-Equille. Each story ships a self-contained tutorial.py and its figures. Profile: medium.com/@laure.berti2.

Data Quality Profiling at Scale: Why Random Sampling Beats Clever Sampling

2026-08-14

Anomaly Detection from Classical Methods, Deep Learning to LLM Zero-Shot Detectors

2026-05-20

Uncertainty Quantification for ML Practitioners: Conformal Prediction, Ensembles, and When to Trust Your Model

2026-05-20

The Statistical Integrity Trap: What Every Data Scientist Must Know

2026-05-06