Advanced Machine Learning Algorithms
Completed by Muhammet Ali Öztürk
September 21, 2024
20 hours (approximately)
Muhammet Ali Öztürk's account is verified. Coursera certifies their successful completion of Advanced Machine Learning Algorithms
What you will learn
Employ regularization techniques for enhanced model performance and robustness.
Leverage ensemble methods, such as bagging and boosting, to improve predictive accuracy.
Implement hyperparameter tuning and feature engineering to refine models for real-world challenges.
Combine diverse models for superior predictions, expanding your predictive toolkit.
Skills you will gain
- Category: Random Forest Algorithm
- Category: Data Preprocessing
- Category: Predictive Modeling
- Category: Algorithms
- Category: Machine Learning Algorithms
- Category: Classification And Regression Tree (CART)
- Category: Statistical Machine Learning
- Category: Applied Machine Learning
- Category: Feature Engineering
- Category: Decision Tree Learning
- Category: Model Optimization
- Category: Model Evaluation
