Data Science

Using Machine Learning to Predict Value of Homes On Airbnb

by Robert Chang

Selection Bias in Online Experimentation

A Method for Winner’s Curse in A/B Testing

How Airbnb Democratizes Data Science With Data University

By Jeff Feng, Erin Coffman & Elena Grewal

Democratizing Data at Airbnb

By Chris Williams, Eli Brumbaugh, Jeff Feng, John Bodley, and Michelle Thomas

Automated Machine Learning — A Paradigm Shift That Accelerates Data Scientist Productivity @ Airbnb

By Hamel Husain & Nick Handel

4 Principles for Making Experimentation Count

Experimentation is hard work

Superset: Scaling Data Access and Visual Insights at Airbnb

How we deliver insights to hosts

By Deepank Gupta & Kidai Kwon

Motivation and background

We observe a large amount of data from what people are searching for and booking on Airbnb. Behind these data, there are a lot of useful insights…

Experiment Reporting Framework

By Will Moss

Interning with the Airbnb PX & SX Teams

By Anna Matlin

My name is Anna Matlin and I’m a rising senior at Princeton University studying Operations Research Financial Engineering. I spent 12 weeks as a data science intern at Airbnb, working on the Product Excellence (PX) Team…