Data Modeling and Prediction with R
Completed by LE THI HUYEN
December 2, 2025
11 hours (approximately)
LE THI HUYEN '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: Model Training
- Category: R Programming
- Category: Data-Driven Decision-Making
- Category: Statistical Inference
- Category: Regression Analysis
- Category: Statistics
- Category: Statistical Hypothesis Testing
- Category: Statistical Methods
- Category: Predictive Modeling
- Category: Model Evaluation
- Category: Correlation Analysis
- Category: Logistic Regression
