This is a 3 months long program that focuses on hands on practice in MLOps.
The course consists of weekly modules and homework. The final weeks, one needs to develop a machine learning project from scratch to finish the course and get the certificate.
- Introduction
- Experiment tracking and model management
- Orchestration and ML Pipelines
- Model Deployment
- Model Monitoring
- Best Practices
- Project