Advanced Machine Learning Algorithms
Completed by Jie Xu
February 6, 2026
20 hours (approximately)
Jie Xu'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: Algorithms
- Category: Data Preprocessing
- Category: Machine Learning Methods
- Category: Fine-tuning
- Category: Predictive Modeling
- Category: Advanced Analytics
- Category: Model Evaluation
- Category: Applied Machine Learning
- Category: Feature Engineering
- Category: Decision Tree Learning
- Category: Machine Learning Algorithms
- Category: Model Optimization
