Unit 1: Introduction to Model Validation in MLOps
Unit 2: Designing A/B Tests for ML Models
Foundational A/B Testing & Canary Deployment for MLOps Engineers
Master the essential strategies of A/B testing and canary deployments to confidently validate, deploy, and iterate on machine learning models in production environments.
Unit 1: Setting Up Canary Deployments
Unit 2: Monitoring and Rollback
Unit 3: Analyzing Results and Ethical Considerations