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: Predictive Modeling
- Category: Advanced Analytics
- Category: Machine Learning Methods
- Category: Fine-tuning
- Category: Classification And Regression Tree (CART)
- Category: Machine Learning Algorithms
- Category: Random Forest Algorithm
- Category: Algorithms
- Category: Data Preprocessing
- Category: Model Evaluation
- Category: Applied Machine Learning
- Category: Feature Engineering
