Advanced Machine Learning Algorithms
Completed by Khusbu Verma
March 7, 2024
20 hours (approximately)
Khusbu Verma'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: Algorithms
- Category: Data Preprocessing
- Category: Predictive Modeling
- Category: Advanced Analytics
- Category: Fine-tuning
- Category: Random Forest Algorithm
- Category: Applied Machine Learning
- Category: Feature Engineering
- Category: Decision Tree Learning
- Category: Machine Learning Methods
- Category: Machine Learning Algorithms
- Category: Model Evaluation
