Skill map
MLOps
Makes training and release workflows reproducible and governed. As Machine Learning Engineer needs it.
Careers that require it
- Machine Learning EngineerImportance 5 of 5
Courses that teach it
- CI/CD for Machine Learning
- Data and Model Versioning with DVC
- Kubeflow Pipelines
- MLflow for Experiment Tracking and Model Registry
- MLOps Fundamentals
- Model Adaptation Strategies
- AWS SageMaker (planned)
- Google Cloud Vertex AI (planned)