Laptop Price Prediction

This project predicts laptop prices using machine learning. It utilizes features such as brand, screen size, CPU, RAM, storage, and more.

Data: The dataset contains various features like:

Laptop_id: Unique ID Company: Manufacturer Product: Laptop name TypeName: Type (e.g., Gaming, Business) Inches: Screen size Ram: RAM capacity OS: Operating system Weight: Weight in kg Price_euros: Target variable (price in euros)

Model: XGBoost: Main model for regression. Optuna: Used for hyperparameter tuning.