Regression Analysis: Simplify Complex Data Relationships
Completed by Shuyan Cao
January 1, 2026
27 hours (approximately)
Shuyan Cao's account is verified. Coursera certifies their successful completion of Regression Analysis: Simplify Complex Data Relationships
What you will learn
Investigate relationships in datasets
Identify regression model assumptions
Perform linear and logistic regression using Python
Practice model evaluation and interpretation
Skills you will gain
- Category: Logistic Regression
- Category: Statistical Methods
- Category: Predictive Analytics
- Category: Statistical Modeling
- Category: Data Analysis
- Category: Classification Algorithms
- Category: Variance Analysis
- Category: Model Evaluation
- Category: Predictive Modeling
- Category: Statistical Hypothesis Testing
- Category: Regression Analysis
- Category: Statistical Analysis
