Wallaroo Feature Tutorials

Welcome to Wallaroo! Whether you’re using our free Community Edition or the Enterprise Edition, these Quick Start Guides are made to help learn how to deploy your ML Models with Wallaroo. Each of these guides includes a Jupyter Notebook with the documentation, code, and sample data that you can download and run wherever you have Wallaroo installed.

Setting Up Wallaroo for Sample Pipelines and Models

How to get Wallaroo running for your sample models

Deploy and Serve

Tutorials focused on model deployment and inference service

Wallaroo ML Model Upload and Registrations

Tutorials on uploading ML Models of various frameworks into a Wallaroo instance.


Tutorials focused on Observability

Model Cookbooks

Sample model deployment tutorials for Wallaroo

Wallaroo Run Anywhere Tutorials

Tutorials on how to run a Wallaroo Inference server in any device, any cloud, any architecture.

Wallaroo Features Tutorials

Tutorials on Wallaroo features.

Model Validation and Testing in Wallaroo

Tutorials on using Wallaroo for model testing and validation.

Using Jupyter Notebooks in Production

How to go from Jupyter Notebooks to Production Systems

ML Workload Orchestration Tutorials

Tutorials on using the Wallaroo ML Workload Orchestration.

Wallaroo Pipeline Architecture

Tutorials on working with different architectures for pipeline deployments.

Wallaroo Tools Tutorials

Tutorials on additional Wallaroo tools.