Data Modeling and Prediction with R
Completed by Alex Garcia
November 21, 2025
11 hours (approximately)
Alex Garcia'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: R Programming
- Category: Model Evaluation
- Category: Data-Driven Decision-Making
- Category: Statistical Inference
- Category: Logistic Regression
- Category: Statistical Modeling
- Category: Data Modeling
- Category: Predictive Modeling
- Category: Statistical Hypothesis Testing
- Category: Regression Analysis
- Category: R (Software)
