Advanced Machine Learning Algorithms
Completed by Kiet Nguyen
February 29, 2024
20 hours (approximately)
Kiet Nguyen'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: Algorithms
- Category: Advanced Analytics
- Category: Data Preprocessing
- Category: Applied Machine Learning
- Category: Classification And Regression Tree (CART)
- Category: Machine Learning Algorithms
- Category: Statistical Machine Learning
- Category: Decision Tree Learning
- Category: Machine Learning Methods
- Category: Fine-tuning
- Category: Predictive Modeling
