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kareemelaskary2-netizen/Energy-Demand-Forecasting

Domain:

environment and energy

Record type:

project
Creator:
kar
Host:
Energy Demand Forecasting and Analysis project for the Digital Egypt Pioneers Initiative (DEPI) - AI & Data Science Track # Energy-Demand-Forecasting Energy Demand Forecasting and Analysis project for the Digital Egypt Pioneers Initiative (DEPI) - AI & Data Science Track Project Overview This project focuses on building a machine learning pipeline to predict future energy demand. It aims to optimize load distribution and help organizations make data-driven decisions. Team Members Kareem Ayman Mohamed Elaskary (Team Leader) Kareem Mohammed Hasan Mahmoud Islam Elsayed Nabil Abuarab Ahmed Ayman Farag Gharib Milestone 1 Deliverables The following documents have been submitted for the first milestone: Project Planning: Includes the project scope, timeline, and task assignments. Requirements Gathering: Outlines functional and non-functional requirements. Literature Review: Summarizes research on ARIMA, ML, and Deep Learning models. Technical StackLanguage: Python Libraries: Pandas, NumPy, Scikit-learn, XGBoost Deployment: Flask/FastAPI & Streamli