AWS Certified Machine Learning Engineer Study Guide

Chapter 2Data Ingestion and Storage

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

• Domain 1: Data Preparation for Machine Learning
  • 1.1 Ingest and store data

Introducing Ingestion and Storage

Data ingestion and storage are the two core elements of the Collect Data phase of the machine learning (ML) lifecycle, as shown in Figure 2.1.

FIGURE 2.1 The ML lifecycle.

As you learned in Chapter 1, your ML solution requires data to train ...