Real-Time Data

How to Implement Your First ML Function in Streaming

This matters because streaming is only strategically valuable when faster operational data improves visibility, responsiveness, and confidence in downstream decisions.

C • 2026-03-11

How to Implement Your First ML Function in Streaming

Add your first ML model to a real-time streaming pipeline. Learn a simple, low-risk pattern for inference, scoring, and deployment with Apache Kafka®.

Open source reference