FinanceAirbnb Engineeringabout 1 hour ago
Airbnb retrains models after COVID forecast shifts
15 min read
Airbnb's Forecasting Data Science team produces demand, bookings, and cancellation forecasts across thousands of markets. Other teams build on these forecasts, so a wrong prediction causes cascading errors. The team had to decide when to retrain, rebuild, or leave models alone as COVID ended.
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