Machine learning projects can be split into two phases: (more…)

Two of the world’s leading experts on algorithmic bias look back at the events of the past year and reflect on what we’ve learned, what we’re still grappling with, and how far we have to go. (more…)

Not enough is being said about the increasingly common transition from doing a PhD in machine learning to machine learning engineering (or data scientist) in the industry. A good PhD education primarily trains one to conduct scientific research. (more…)

Build highly customized AI technologies into home-sharing products and help our guests belong anywhere. (more…)

Data products have always been an instrumental part of Airbnb’s service. However, we have long recognized that it’s costly to make data products. For example, personalized search ranking enables… (more…)