/Power-Consumption-Prediction---ML-Kaggle-Hackathon-by-Blend360

This project won second place in the hackathon conducted by Blend360, and our team received a cash prize of ₹12,000.

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Power-Consumption-Prediction---ML-Kaggle-Hackathon-by-Blend360

  • This project won second place in the hackathon conducted by Blend360, and our team received a cash prize of ₹12,000.
  • Predicted the power consumption across three zones of Hyderabad city with 11 months (Jan 17-Nov 17) of power consumption data for each zone at a granularity of 10 minutes intervals.
  • Exploratory Data Analysis[EDA] was done to handle the missing data and the outliers.
  • Different regression models were built, and the XGBoost regressor gave the least MAPE on the validation set.