# Real-Time APIs[¶](https://knowledge.dataiku.com/latest/courses/mlops/real-time-apis/index.html#real-time-apis "Permalink to this headline")

Learn how to deploy API services to a production environment with Dataiku.

See the full version of this course on the Academy.

* Real-Time APIs is part of the learning path leads to the MLOps Practitioner certificate.

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

* Concept: Real-Time API Deployment

* Concept: API Query Endpoints

* Concept: API Query Enrichments

* Hands-On Tutorial: Create Endpoint and Test Queries

* Concept: API Deployer

* Hands-On Tutorial: Deploy Real-Time API Service

* Hands-On Tutorial: Manage Multiple Versions of an API Service

* Monitor Output of API Endpoints
