AWS Certified Machine Learning Study Guide

Chapter 12Operational Excellence Pillar for ML

THE AWS CERTIFIED MACHINE LEARNING 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, operational excellence means ensuring that your ML systems are designed to operate efficiently in the cloud. In this chapter, we will go over key design considerations and how you can apply practices from DevOps and traditional software development to quickly bring ML workloads to market in ...