Using Machine Learning to Predict Value of Homes on Airbnb

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… Read more

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Robust Algorithms for Machine Learning

Machine Learning is often held out as magical solution to hard problems that will absolve us mere humans from ever having to actually learn anything. But in reality, for data scientists and machine learning engineers, there are a lot of problems that are ... (more…)

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