💎 Diamond Price Prediction Project 💎

The goal of this project is to predict the prices of diamonds based on various relevant features 💎💎. This project faces challenges such as handling null values, dealing with values across different ranges, and managing categorical attributes. 📊📉📝 We utilize a variety of algorithms including Linear Regression, Random Forest, XGBoost, etc... 🤖📈🌳 Grid Search is employed to find the optimal values for hyperparameters, while cross-validation is implemented to mitigate overfitting as much as possible. 🧠🔍🔄