Production Concepts¶
What is involved in MLOps and how can I get prepared? Find out by starting here on your MLOps journey!
See the full version of this course on the Academy.
Production Concepts is part of the learning path that leads to the MLOps Practitioner certificate.
Lessons¶
- MLOps: Definition, Challenges, and Main Principles
- Six Components of Model Development that Impact MLOps
- How the Dataiku Architecture Supports MLOps
- Machine Learning (ML) Model Packages
- How to Gain Control of MLOps Processes
- Monitoring Model Performance and Drift in Production
- Govern
- Why Monitoring and Feedback is a Crucial Step in the AI Project Lifecycle