Machine Learning
Why Fraud Models Fail in Production — and What to Do About It
Class imbalance is the first problem you read about. Concept drift is the one that gets you in production. Here's a field-level breakdown of both.
~8 min read
Machine Learning
Class imbalance is the first problem you read about. Concept drift is the one that gets you in production. Here's a field-level breakdown of both.
~8 min read
Economics
The accounting identity behind macroeconomic debates most economists skip in public commentary.
~6 min read
Data Engineering
How I reduced YouTube API v3 quota consumption by 98% without sacrificing coverage — the design decisions behind the pipeline.
~10 min read
Policy
1.7 million people in NYC speak English "less than very well." Here's how to use Census ACS microdata to see what that means geographically.
~7 min read
Visualization
Six presidents in five years. Peru has one of the most volatile executive branches in the Western Hemisphere. Here's what the data looks like.
~5 min read