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This repository contains Agief Prakasa Nurdien's AoL (Assurance of Learning) project for Scientific Computing course (MATH6183001). It applies polynomial regression to analyze EGIER’s monthly production data (M1–M144) from 2018–2023 and visualize production trends for forecasting and capacity planning.