End-to-End Machine Learning Project

Dataset: Power consumption of Tetouan city Dataset

This dataset is related to power consumption of three different distribution networks of Tetouan city which is located in north Morocco.

It has nine attributes i.e., DateTime (intervals of ten minutes), temperature, humidity, diffuse flows, general diffuse flows, power consumption of three zones named Zone 1, Zone 2 and Zone 3.

Goal: Predict (forecast) the Power Consumption of Zone 1 using linear regression and XGBoost regression.

Reference: https://www.kaggle.com/code/gvaldata/time-series-forecasting-on-power-consumption-z1