Prime video view time exploration and prediction

1. Worked on Amazon Prime data set and built a forecast model in Python to predict video view time
2. Performed exploratory data analysis and preprocessed raw sales and product data via dealing with missing values, categorical feature encoding and feature scaling.
3. Built linear regression and random forest models and evaluated the models through multiple metrics.
4. Selected the best model based on R² and identified the key factors for view time performance.