Regression Analysis: Simplify Complex Data Relationships
Completed by Sidra Batool
November 26, 2025
27 hours (approximately)
Sidra Batool'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: Logistic Regression
- Category: Predictive Analytics
- Category: Statistical Analysis
- Category: Python Programming
- Category: Supervised Learning
- Category: Statistical Modeling
- Category: Statistical Methods
- Category: Model Evaluation
- Category: Statistical Hypothesis Testing
- Category: Applied Machine Learning
- Category: Correlation Analysis
- Category: Machine Learning
