Datasets & Data Engineering

Point-in-Time Correctness (PIT): How to Prevent Time Travel in ML Data

Imagine a model that predicts loan defaults. During training, the pipeline pulls account_balance from the warehouse today, but the examples […]

A deep dive into the art and science of creating artificial data for machine learning. Imagine you’re a master chef