The ML Gateway Pattern

The following are examples of using the ML Gateway Pattern for inference.

Data Preparation and Inference Using SageMaker Feature Store

• Enterprise-Grade ML : Part 1 - Prepare and Use the ML Gateway Pattern for Inference
  • Data Preperation and Inference Using SageMaker Feature Store
  • Motivation
  • Architecture
  • Import Libraries and SageMaker Session Variables
  • Data and Features
  • Clean Up
  • Notebook CI Test Results