AWS Certified Machine Learning Study Guide

Chapter 10Model Deployment and Inference

THE AWS CERTIFIED MACHINE LEARNING (ML) SPECIALTY EXAM OBJECTIVES COVERED IN THIS CHAPTER INCLUDE BUT ARE NOT LIMITED TO THE FOLLOWING:

• Domain 4.0: Machine Learning Implementation and Operations
  • 4.4 Deploy and operationalize machine learning solutions
    • Details about how to deploy a machine learning model in production
    • Details on different types of deployment and testing strategies

So far, we covered what algorithms and services you can use to solve some of your business use cases with machine learning on AWS, how to manage your ML experiments, and how to evaluate if your trained model in fact solves your business use case. The next step usually involves either setting up an API to do ...