MLOps in R: Deploying machine learning models using vetiver
Completed by Richard Acheampong
October 11, 2024
2 hours (approximately)
Richard Acheampong's account is verified. Coursera certifies their successful completion of MLOps in R: Deploying machine learning models using vetiver
What you will learn
Prepare and build a stacked ensemble model for deployment.
Version and deploy a machine learning model using vetiver.
Predict and use monitoring tools and techniques to track model performance.
Skills you will gain
- Category: R Programming
- Category: Containerization
- Category: Machine Learning Methods
- Category: Dashboard Creation
- Category: Application Programming Interface (API)
- Category: Model Evaluation
- Category: Model Deployment
- Category: Model Training
- Category: Docker (Software)
- Category: Tidyverse (R Package)
- Category: Predictive Modeling
- Category: Applied Machine Learning
