Good business decisions cannot be made with bad data. At Uber, we use aggregated and anonymized data to guide decision-making, ranging from financial planning to letting drivers know the best location for ride requests at a given time.
But how …
Andrea Pasqua
Andrea Pasqua is a data science manager overseeing our Intelligent Decisions Systems team at Uber.
Engineering Blog Articles
M4 Forecasting Competition: Introducing a New Hybrid ES-RNN Model
By Slawek Smyl, Jai Ranganathan, Andrea Pasqua
Uber’s business depends on accurate forecasting. For instance, we use forecasting to predict the expected supply of drivers and demands of riders in the 600+ cities we operate in, to identify when our …
