ML-9
- Hyperparameter tuning (Grid Search, Random Search, Bayesian Optimization)
- Feature importance
- Regularization
- Avoiding overfitting/underfitting
- Cross-validation strategies
بهینهسازی مدل (Model Optimization)
- تنظیم ابرپارامترها (Grid Search، Random Search، Bayesian Optimization)
- اهمیت ویژگیها
- Regularization
- مدیریت overfitting و underfitting
- انواع Cross-Validation