Demos and Tutorials

Read these tutorials to get an even better understanding of serving graphs.

• Distributed (Multi-function) Pipeline Example
  • Create the pipeline
  • Test the pipeline locally
  • Deploy to the cluster
• Advanced Model Serving Graph - Notebook Example
  • Define functions and classes used in the graph
  • Create a new serving function and graph
  • Test the function locally
  • Deploy the graph as a real-time serverless function

See the MLRun demos repository for additional use cases and full end-to-end examples, including Fraud Prevention using the Iguazio feature store, a mask detection demo, and converting existing ML code to an MLRun project.