AWS Certified Machine Learning Study Guide

Chapter 15Performance Efficiency 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
  • 4.1 Build machine learning solutions for performance, availability, scalability, resiliency, and fault tolerance.
  • 4.4 Deploy and operationalize machine learning solutions.

In the AWS Well-Architected Framework, the Performance Efficiency pillar focuses on efficient use of computing resources to satisfy design requirements. This covers data preparation, training, hosting, and end-to-end pipelines.

Performance Efficiency for ML on AWS

In this chapter, we will cover the Performance Efficiency ...