Wallaroo Use Case Tutorials

Wallaroo Use Case Tutorials

The following tutorials demonstrate specific use case solutions using Wallaroo. These focus on the main pillars of Wallaroo:

  • Upload
  • Deploy
  • Observe
  • Optimize
  • Automate

These tutorials focus on use cases by ML model type and industry, and provide demonstrations in as many aspects of using ML models in a testing and production environment as possible.

Full tutorials with sample Jupyter notebooks and code are available from the Wallaroo Workshop Repository. Individual use cases are available with models and sample data from the Wallaroo Workshop release page.

Users are recommended to attempt to complete the workshop tutorials themselves with the free Wallaroo Community Edition.

Classification

Wallaroo Use Case Tutorials focused on Classification models

Edge Deployment

Wallaroo Use Case Tutorials focused on Edge Deployments of ML Models.

Computer Vision

Wallaroo Use Case Tutorials focused on Computer Vision models

Forecasting

Wallaroo Use Case Tutorials focused on Forecasting models

Linear Regression

Wallaroo Use Case Tutorials focused on Linear Regression models

LLM (Large Language Models)

Wallaroo Use Case Tutorials focused on LLM (Large Language Models)

NLP Classification

Wallaroo Use Case Tutorials focused on NLP Classification models