Using ML To Predict The Price of Bulldozers!

Predicting the auction sales prize of a bulldozer based on the previous prizes that a particular bulldozer was sold for.

This project was done to improve my understanding of time series data

Performed data wrangling, feature engineering and encoding on the data.

I have used RandomForestRegressor model for predicting the price.

Also used RandomizedSearchCV / cross-validation for hyper parameter tuning.