Data Modeling and Prediction with R
Completed by Estefany Licona Santillán
December 23, 2025
11 hours (approximately)
Estefany Licona Santillán's account is verified. Coursera certifies their successful completion of Data Modeling and Prediction with R
What you will learn
Fit and interpret linear and logistic regression models to examine relationships between predictors and outcomes.
Evaluate model performance and recognize limitations such as overfitting.
Apply bootstrapping and hypothesis testing to quantify and communicate uncertainty in model results.
Skills you will gain
- Category: Statistical Inference
- Category: Data-Driven Decision-Making
- Category: Regression Analysis
- Category: R Programming
- Category: Model Evaluation
- Category: Statistical Modeling
- Category: Logistic Regression
- Category: Data Modeling
- Category: Predictive Modeling
- Category: Statistical Hypothesis Testing
- Category: R (Software)
