Regression Analysis: Simplify Complex Data Relationships
Completed by Areej Irfan
March 21, 2026
27 hours (approximately)
Areej Irfan'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: Python Programming
- Category: Machine Learning
- Category: Statistical Methods
- Category: Predictive Modeling
- Category: Statistical Hypothesis Testing
- Category: Statistical Modeling
- Category: Predictive Analytics
- Category: Variance Analysis
- Category: Correlation Analysis
- Category: Supervised Learning
- Category: Model Evaluation
- Category: Logistic Regression
