Regression Analysis
Completed by Shrey Gupta
May 29, 2025
40 hours (approximately)
Shrey Gupta'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: Statistical Modeling
- Category: Data Analysis
- Category: Predictive Modeling
- Category: Machine Learning Methods
- Category: Statistical Analysis
- Category: Statistical Machine Learning
- Category: Supervised Learning
- Category: Applied Machine Learning
- Category: Model Training
- Category: Model Optimization
- Category: Statistical Methods
- Category: Regression Analysis
