https://www.kaggle.com/datasets/younusmohamed/wellington-zone-1-power-consumption
This end-to-end ML project tackles predicting the power consumption based on environmental and time series factors.
We have achieved 0.9963 R2 score on the test data set using Ridge Regression model, with a prediction Wall time of 382 ms.
Check out javier-h-wellingtone-zone1-power-prediction-project.ipynb for the Jupyter Notebook, which has a clear and step-by-step walkthrough of the project as I developed it.