muratcan77's repositories
housePricePrediction
This project predicts house prices using Linear Regression, KNN, Random Forest, and XGBoost models. Evaluated with various metrics, the results are visualized. The code includes explanations for running and contributing. A concise starting point for house price prediction.
leetcode-algorithms
This repo stores my LeetCode algorithmic problem solutions. Each solution includes a well-documented, tested implementation with explanations of approach and key details. Problems are organized by difficulty level to make it easy to find appropriate problems. I hope this repo helps others improve their problem-solving skills.
machineLearningCart
The Python script details building a Decision Tree model for diabetes using CART. It covers data analysis, preprocessing, training, optimization, and evaluation. The script visualizes the tree, extracts rules with Python, SQL, Excel codes, and analyzes complexity.