Tidymodels in R: Building tidy machine learning models
Completed by Archit Nangavaram
June 18, 2025
2 hours (approximately)
Archit Nangavaram's account is verified. Coursera certifies their successful completion of Tidymodels in R: Building tidy machine learning models
What you will learn
Import, explore, and prepare the data for modeling using summary tables, data visualizations, and data splitting using tidymodels
Build and tune predictive models, including classification models with tidymodels
Evaluate model performance using appropriate metrics and techniques, and select the best model
Skills you will gain
- Category: R Programming
- Category: Applied Machine Learning
- Category: Predictive Analytics
- Category: Data Pipelines
- Category: Model Deployment
- Category: Machine Learning
- Category: Predictive Modeling
- Category: Model Training
- Category: Data Manipulation
- Category: Model Evaluation
- Category: Model Optimization
- Category: Data Preprocessing
