AWS Certified Machine Learning Study Guide

Chapter 17Recent Updates in the AWS AI/ML Stack

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

• Domain 1.0: Data Engineering
  • 1.1 Create data repositories for machine learning.
  • 1.2 Identify and implement a data-ingestion solution.
  • 1.3 Identify and implement a data-transformation solution.
• Domain 2.0: Exploratory Data Analysis
  • 2.1 Sanitize and prepare data for modeling.
  • 2.2 Perform feature engineering.
  • 2.3 Analyze and visualize data for machine learning.
• Domain 3.0: Modeling
  • 3.2 Select the appropriate model(s) for a given machine learning problem.
  • 3.3 Train machine learning models.
  • 3.5 Evaluate machine learning models.
• Domain 4.0: Machine Learning ...