Whitepaper

Generate Business Value with AI Using the Production-First Approach to MLOps

Whitepaper

Using the Iguazio Feature Store with Azure ML

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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