Regression Analysis
Completed by Peter Megenhardt
January 10, 2025
40 hours (approximately)
Peter Megenhardt's account is verified. Coursera certifies their successful completion of Regression Analysis
What you will learn
Understand the principles and significance of regression analysis in supervised learning.
Implement cross-validation methods to assess model performance and optimize hyperparameters.
Comprehend ensemble methods (bagging, boosting, and stacking) and their role in enhancing regression model accuracy.
Skills you will gain
- Category: Machine Learning Methods
- Category: Model Optimization
- Category: Statistical Machine Learning
- Category: Applied Machine Learning
- Category: Statistical Analysis
- Category: Statistical Modeling
- Category: Predictive Modeling
- Category: Regression Analysis
- Category: Statistical Methods
- Category: Model Evaluation
- Category: Model Training
- Category: Supervised Learning
