Advanced Machine Learning Algorithms
Completed by Harshit Malaviya
March 18, 2024
20 hours (approximately)
Harshit Malaviya'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: Classification And Regression Tree (CART)
- Category: Fine-tuning
- Category: Predictive Modeling
- Category: Advanced Analytics
- Category: Algorithms
- Category: Random Forest Algorithm
- Category: Machine Learning Algorithms
- Category: Applied Machine Learning
- Category: Machine Learning Methods
- Category: Decision Tree Learning
- Category: Model Evaluation
- Category: Statistical Machine Learning
