Effective Data Analysis for Diverse Research Fields

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This research presentation addresses HVAC energy efficiency using a data-driven approach, combining education insights with technology. It starts with an introduction to HVAC systems and their energy impact, followed by objectives like data preprocessing, ML model application, and optimisation. The methodology covers data acquisition, feature engineering, and model evaluation. Results highlight XGBoost’s performance in achieving significant energy reductions. The presentation concludes with...