Advanced Machine Learning Algorithms
Completed by Himkant Nigam
March 3, 2024
20 hours (approximately)
Himkant Nigam'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: Random Forest Algorithm
- Category: Fine-tuning
- Category: Advanced Analytics
- Category: Machine Learning Methods
- Category: Machine Learning Algorithms
- Category: Classification And Regression Tree (CART)
- Category: Algorithms
- Category: Data Preprocessing
- Category: Model Optimization
- Category: Predictive Modeling
- Category: Applied Machine Learning
- Category: Feature Engineering
