Regression Analysis
Completed by Kunxi Liu
November 30, 2024
40 hours (approximately)
Kunxi Liu'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: Regression Analysis
- Category: Statistical Methods
- Category: Model Optimization
- Category: Machine Learning Methods
- Category: Statistical Machine Learning
- Category: Data Analysis
- Category: Supervised Learning
- Category: Applied Machine Learning
- Category: Statistical Modeling
- Category: Predictive Modeling
