- Given dataset of Diamonds with features I have preprocessed data using different libraries such as Pandas, Numpy etc.
- Did Correlation analysis between features.
- Performed feature engineering, feature enconding and scaling.
- Lastly, I've applied different regression models (Linear, Lasso, AdaBoost, Ridge, GradientBoosting, RandomForest, KNN) and compared their predictive accuracy.