What is involved in MLOps and how can I get prepared? Find out by starting here on your MLOps journey!
To validate your knowledge of this area, register for the Production Concepts course, part of the MLOps Practitioner learning path, on the Dataiku Academy.
Concepts & tutorials¶
- Concept | Definition, challenges, and principles of MLOps
- Concept | Six components of model development that impact MLOps
- Concept | Dataiku architecture for MLOps
- Concept | Model packaging for deployment
- Concept | Process governance for MLOps
- Concept | Monitoring model performance and drift in production
- Concept | Govern for MLOps
- Concept | Monitoring and feedback in the AI project lifecycle