Airbnb Price Predictor

A machine learning-based tool that predicts nightly prices for Airbnb listings using NYC Airbnb data from Kaggle.

📊 Project Goals

• Help new hosts estimate competitive prices
• Build an open-source and explainable ML model
• Use real-world data with practical output

⚙️ Technologies

• Python, scikit-learn, Jupyter
• Linear Regression, Random Forest, XGBoost
• GitHub for version control

📁 Dataset

NYC Airbnb Open Data (Kaggle)

🚧 Next Steps

• Add more models (Random Forest, XGBoost)
• Improve EDA and visualizations
• Collaborate on hyperparameter tuning and deployment