Capstone #2: Prediction of Electric Power Consumption | Damla
Автор: M2M Tech
Загружено: 2024-09-11
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💡Our DataTalent program offers Canadian employers the opportunity to connect with outstanding data professionals through fully subsidized internships and projects. DataTalent Program is powered by Upskill Canada and the Government of Canada.
📊 Project Description: In this project, Damla analyzes and predicts Morocco's electricity consumption using data science and machine learning. She cleans and formats the data, engineers features, applies One-Hot Encoding, and scales the data. She then uses K-means clustering and trains three models—Random Forest, XGBoost, and LightGBM—selecting LightGBM for its accuracy. Finally, she examines feature importance to identify key drivers of consumption.
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