Regression Analysis: Simplify Complex Data Relationships
Completed by Agnieszka van Beek
February 9, 2026
27 hours (approximately)
Agnieszka van Beek'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: Predictive Modeling
- Category: Statistical Hypothesis Testing
- Category: Supervised Learning
- Category: Variance Analysis
- Category: Data Analysis
- Category: Classification Algorithms
- Category: Python Programming
- Category: Applied Machine Learning
- Category: Logistic Regression
- Category: Correlation Analysis
- Category: Regression Analysis
