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Design end-to-end regression for energy demand

System Design · Amazon · Medium

You must design a complete, production-grade regression system that predicts, one day ahead, how much electricity each site in a commercial building portfolio will consume (in kWh). The deliverable spans everything from problem framing to a live, monitored service. The following data is available to you: sub-daily smart-meter electricity readings; meteorological observations (temperature, humidity, wind); calendar and holiday indicators; static building attributes (floor…

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