Advanced Machine Learning Algorithms
Completed by Kristina Bistrova
February 4, 2025
20 hours (approximately)
Kristina Bistrova'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: Model Optimization
- Category: Feature Engineering
- Category: Random Forest Algorithm
- Category: Algorithms
- Category: Data Preprocessing
- Category: Predictive Modeling
- Category: Advanced Analytics
- Category: Fine-tuning
- Category: Machine Learning Algorithms
- Category: Classification And Regression Tree (CART)
- Category: Model Evaluation
- Category: Statistical Machine Learning
