Data Science & Data Engineering
Selection Bias in Online Experimentation
Selection Bias in Online Experimentation
A Method for Winner’s Curse in A/B Testing
Automated Machine Learning — A Paradigm Shift That Accelerates Data Scientist Productivity @ Airbnb
Automated Machine Learning — A Paradigm Shift That Accelerates Data Scientist Productivity @ Airbnb
By Hamel Husain & Nick Handel
Superset: Scaling Data Access and Visual Insights at Airbnb
Superset: Scaling Data Access and Visual Insights at Airbnb
By Alanna Scott, Bogdan Kyryliuk, Eli Brumbaugh, Jeff Feng, Max Beauchemin and Vera Liu
Superset: Airbnb’s data exploration platform
Superset: Airbnb’s data exploration platform
By Maxime Beauchemin
Using R packages and education to scale Data Science at Airbnb
Using R packages and education to scale Data Science at Airbnb
By Ricardo Bion
Building for Trust
Building for Trust
Insights from our efforts to distill the fuel for the sharing economy
Location Relevance at Airbnb
Location Relevance at Airbnb
aka knowing where you want to go in places we’ve never been
How Airbnb uses Machine Learning to Detect Host Preferences
How Airbnb uses Machine Learning to Detect Host Preferences
By Bar Ifrach
Anomaly Detection for Airbnb’s Payment Platform
Anomaly Detection for Airbnb’s Payment Platform
By Jingxiao Lu
Data Infrastructure at Airbnb
Data Infrastructure at Airbnb
By James Mayfield, Krishna Puttaswamy, Swaroop Jagadish, and Kevin Long
Confidence Splitting Criterions Can Improve Precision And Recall in Random Forest Classifiers
Confidence Splitting Criterions Can Improve Precision And Recall in Random Forest Classifiers