Wallaroo Features Tutorials

Tutorials on Wallaroo features.

The following tutorials are created to highlight specific features in Wallaroo.

Hot Swap Models Tutorial

How to swap models in a pipeline step while the pipeline is deployed.

Inference URL Tutorials

How to use the Wallaroo SDK and the Wallaroo MLOps API to perform inferences.

Model Insights Tutorial

How to use Model Insights to monitor the environment and know when to retrain the model based on changes to data.

Pipeline Logs Tutorial

How to retrieve pipeline logs as DataFrame, Apache Arrow tables, and saved to files.

Pipeline Logs MLOps API Tutorial

How to retrieve pipeline logs through the Wallaroo MLOps API.

Tags Tutorial

How to use create and manage Tags for Wallaroo models and pipelines.

Simulated Edge Tutorial

The Shadow Deployment Tutorial demonstrates how restrain resources for pipelines to operate in an edge environment.