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