🎓 Machine Learning Educational Series

Comprehensive machine learning educational series

📚 Topic Modules

1️⃣ Classification Models

• K-Nearest Neighbors (KNN)
• Support Vector Machines (SVM)
• Naive Bayes
• Decision Trees
• Kaggle Notebook

2️⃣ Regression Models

• Linear Regression
• Polynomial Regression
• Ridge & Lasso Regression
• Kaggle Notebook

3️⃣ Clustering Models

• K-Means
• Hierarchical Clustering
• DBSCAN
• Kaggle Notebook

4️⃣ Advanced Topics

• Ensemble Methods
• Feature Engineering
• Model Optimization
• Kaggle Notebook

5️⃣ Kaggle Competition Projects

• Titanic Survival Prediction - Kaggle Notebook

🛠️ Technologies

• Python
• Scikit-learn
• Pandas
• NumPy
• Matplotlib
• Seaborn
• NLTK (Natural Language Processing)

📊 Kaggle Profile

All notebooks: Kaggle - dandrandandran2093

🌐 Portfolio Website

Visit my personal website: tutkufurkan.com

📄 License

Apache License 2.0