- Regression Analysis
- Model Evaluation
- Predictive Modeling
- Algorithms
- Supervised Learning
- Classification Algorithms
- Applied Machine Learning
- Performance Tuning
- Decision Tree Learning
- Random Forest Algorithm
- Machine Learning Algorithms
- Feature Engineering
Advanced Machine Learning Algorithms
Completed by Artūrs Buls
December 28, 2024
20 hours (approximately)
Artūrs Buls'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
