Well-Architected machine learning

The six phases for the ML lifecycle referenced in this lens are illustrated in Figure 2 in a sequence.

Figure 2: Machine learning lifecycle

The following sections describe Well-Architected machine learning for each of the lifecycle phases.

Lifecycle phases

• Business goal identification

• ML problem framing

• ML lifecycle architecture diagram

• Data processing

• Model development

• Deployment

• Monitoring