Regression Analysis: Simplify Complex Data Relationships
Completed by Li Wei
February 3, 2025
27 hours (approximately)
Li Wei'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: Model Evaluation
- Category: Statistical Hypothesis Testing
- Category: Python Programming
- Category: Statistical Modeling
- Category: Statistical Analysis
- Category: Regression Analysis
- Category: Variance Analysis
- Category: Predictive Modeling
- Category: Statistical Methods
- Category: Correlation Analysis
- Category: Classification Algorithms
- Category: Logistic Regression
