Advanced Machine Learning Algorithms
Completed by Walter Medina Apaico
November 18, 2024
20 hours (approximately)
Walter Medina Apaico'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 Methods
- Category: Fine-tuning
- Category: Predictive Modeling
- Category: Advanced Analytics
- Category: Random Forest Algorithm
- Category: Model Optimization
- Category: Classification And Regression Tree (CART)
- Category: Machine Learning Algorithms
- Category: Algorithms
- Category: Data Preprocessing
- Category: Applied Machine Learning
- Category: Feature Engineering
