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