AWS Certified Machine Learning Study Guide

Chapter 16Cost Optimization Pillar for ML

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 measure and keep track of cost implications of changes to your ML model
    • Strategies on how to reduce cost while maintaining performance of your ML model

A cost-optimized ML workload meets the functional requirements of the application that involves one or more ML models at the lowest possible price point. The ML Lens builds over concepts that are explained in the Cost Optimization whitepaper on AWS that you can read ...