Regression Analysis: Simplify Complex Data Relationships
Completed by Carl Magnus Lagerroth
July 31, 2025
27 hours (approximately)
Carl Magnus Lagerroth'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: Correlation Analysis
- Category: Supervised Learning
- Category: Statistical Analysis
- Category: Logistic Regression
- Category: Variance Analysis
- Category: Classification Algorithms
- Category: Statistical Methods
- Category: Model Evaluation
- Category: Statistical Hypothesis Testing
- Category: Python Programming
- Category: Applied Machine Learning
- Category: Predictive Modeling
