Advanced Machine Learning Algorithms
Completed by Izzah Maisarah Mohamad Nasir
July 24, 2024
20 hours (approximately)
Izzah Maisarah Mohamad Nasir'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: Machine Learning Algorithms
- Category: Model Evaluation
- Category: Statistical Machine Learning
- Category: Applied Machine Learning
- Category: Feature Engineering
- Category: Data Preprocessing
- Category: Model Optimization
- Category: Classification And Regression Tree (CART)
- Category: Algorithms
- Category: Random Forest Algorithm
- Category: Decision Tree Learning
- Category: Predictive Modeling
