Advanced Machine Learning Algorithms
Completed by Anshit Shrivastava
April 1, 2024
20 hours (approximately)
Anshit Shrivastava'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: Algorithms
- Category: Data Preprocessing
- Category: Random Forest Algorithm
- Category: Model Evaluation
- Category: Applied Machine Learning
- Category: Feature Engineering
- Category: Decision Tree Learning
- Category: Statistical Machine Learning
- Category: Classification And Regression Tree (CART)
- Category: Machine Learning Algorithms
- Category: Model Optimization
