This guide will show you how to build a simple end-to-end hybrid cloud ML workflow using the Iguazio MLOps Platform and feature store combined with Azure ML. This technical deep dive will walk you through step by step, with plenty of code examples and helpful tips.
This guide will cover:
- Why use a Feature Store
- Part 2: Data Ingestion + Transformation into Iguazio’s Feature Store
- Part 3: Model Training via Azure ML leveraging Iguazio
- Part 4: Hybrid Cloud + On-Premise Model Serving + Model Monitoring with Iguazio