Capstone-Project-

🛍️ Black Friday Sales Prediction :-

This project predicts customer purchase amounts on Black Friday using Machine Learning. The model is trained using RandomForestRegressor from scikit-learn and evaluates performance using MAE, MSE, and R² score.

📌 Features Used :

• Gender (Male/Female)
• Age (Grouped as ranges)
• Occupation (Customer's job category)
• City_Category (A, B, C)
• Stay_In_Current_City_Years (Duration of stay)
• Marital_Status (Single/Married)
• Product_Category_1, 2, 3 (Purchased product categories)

🛠️ Tools and Frameworks :

• Python 🐍
• Pandas, NumPy (Data Handling)
• Matplotlib, Seaborn (Data Visualization)
• Scikit-Learn (Machine Learning)