Regression Analysis: Simplify Complex Data Relationships
Completed by Ruohan Li
February 24, 2026
27 hours (approximately)
Ruohan Li'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: Supervised Learning
- Category: Applied Machine Learning
- Category: Python Programming
- Category: Model Evaluation
- Category: Statistical Hypothesis Testing
- Category: Logistic Regression
- Category: Data Analysis
- Category: Classification Algorithms
- Category: Variance Analysis
- Category: Statistical Analysis
- Category: Correlation Analysis
- Category: Predictive Analytics
