AWS Certified Machine Learning Study Guide

Chapter 1AWS AI ML Stack

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

• Domain 3.0: Modeling
  • 3.1 Frame business problems as machine learning problems
  • 3.2 Select the appropriate model(s) for a given machine learning problem
    • Sample ML architectures for common business workflows such as video analysis, text mining, and others
    • Details about some common algorithms used in solving complex problems involving unstructured data like text and image
• Domain 4.0: Machine Learning Implementation and Operations
  • 4.2 Recommend and implement the appropriate machine learning services and features for a given problem
    • Details about algorithms for different ML ...