Data Science

Graph Machine Learning at Airbnb

How Airbnb is leveraging graph neural networks to up-level our…

How Airbnb Tech Fosters a Culture of Learning

Leveraging technical learning and development to enable engineers to do their…

How Airbnb Measures Future Value to Standardize Tradeoffs

The propensity score matching model powering…

Metric Infrastructure with Minerva @ Airbnb

How Airbnb Standardized Metric Computation at Scale

Part II: The six design principles of Minerva compute infrastructure

How Airbnb Achieved Metric Consistency at Scale

Part-I: Introducing Minerva — Airbnb’s Metric Platform

Supercharging Apache Superset

How Airbnb customized Superset for business intelligence at scale

Designing Experimentation Guardrails

Introducing the Airbnb Experiment Guardrails framework, which…

Data Quality at Airbnb

Part 2 — A New Gold Standard

Data Quality at Airbnb

Part 1 — Rebuilding at Scale

Project Lighthouse — Part 2: Measurement with anonymized data