Selected Work
Data Science
House Price Prediction
End-to-end machine learning project covering data analysis, preprocessing, feature engineering, regression modeling, evaluation, and prediction.
Private project
Overview
About the project
A structured machine-learning workflow using the Kaggle House Prices dataset, including data understanding, cleaning, exploratory analysis, feature engineering, model comparison, and final prediction generation.
Technology
Tech Stack
- Python
- Pandas
- NumPy
- Scikit-learn
- Matplotlib
- Jupyter