Data Modeling and Prediction with R
Completed by Ishfaqur Rahman
December 1, 2025
11 hours (approximately)
Ishfaqur Rahman'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: Model Training
- Category: Statistical Hypothesis Testing
- Category: Regression Analysis
- Category: Statistical Methods
- Category: Logistic Regression
- Category: Statistics
- Category: R Programming
- Category: Model Evaluation
- Category: R (Software)
- Category: Statistical Modeling
- Category: Predictive Analytics
