Regression Analysis
Completed by kusumesh mathukumilli
July 12, 2025
40 hours (approximately)
kusumesh mathukumilli'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: Supervised Learning
- Category: Statistical Analysis
- Category: Predictive Modeling
- Category: Statistical Modeling
- Category: Statistical Machine Learning
- Category: Data Analysis
- Category: Model Optimization
- Category: Machine Learning Methods
- Category: Applied Machine Learning
- Category: Model Training
- Category: Model Evaluation
- Category: Regression Analysis
