# Production Concepts[¶](https://knowledge.dataiku.com/latest/courses/mlops/prod-concepts/index.html#production-concepts "Permalink to this headline")

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[¶](https://knowledge.dataiku.com/latest/courses/mlops/prod-concepts/index.html#lessons "Permalink to this headline")

* 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
