Bulldozers Price Prediction
Regression model predicting bulldozer prices from historical sales data.
The Problem
Estimating equipment prices based on complex, real-world data.
The Solution
Engineered features and trained a regression model using Scikit-learn to predict bulldozer prices, focusing on data quality and model interpretability.
Key Features
- Comprehensive data preprocessing
- Feature engineering
- Accurate price prediction
Technologies Used
PythonPandasNumPyScikit-learn
What I Learned
Gained experience in regression modeling and the importance of data preparation.