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: Model Training
- Category: Model Evaluation
- Category: Statistical Analysis
- Category: Data Analysis
- Category: Statistical Machine Learning
- Category: Machine Learning Methods
- Category: Applied Machine Learning
- Category: Statistical Modeling
- Category: Predictive Modeling
- Category: Model Optimization
- Category: Regression Analysis
- Category: Statistical Methods
