# MLOps Practitioner Learning Path[¶](https://knowledge.dataiku.com/latest/courses/mlops/index.html#mlops-practitioner-learning-path "Permalink to this headline")

In this series of courses, find out what’s involved in deploying, monitoring, and managing machine learning projects in a production environment including both batch and real-time methods.

Tip

See the full version of this learning path on the Academy to earn the MLOps Practitioner certificate.

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

* Production Concepts

* Technical Prerequisites for MLOps Tutorials

* Preparing for Production

* Projects in Production

* Real-Time APIs
