NonsoOmoko/Project-Predicting-Movie-Rental-Durations

This repository contains a machine learning project for predicting DVD rental durations. Using Lasso regression for feature selection and Random Forest for final prediction, we achieved an MSE of 2.16. The project includes data exploration, feature engineering, and model optimization. Ideal for improving inventory planning efficiency.

Jupyter Notebook