ML System Design

Goals

• Understand the critical role of system design in successful ML projects
• Learn to bridge the gap between business needs and technical solutions
• Develop skills to effectively communicate with stakeholders

Learning Outcomes

• Differentiate ML System Design from traditional approaches
• Create effective ML design documents
• Set appropriate goals and metrics for ML projects
• Decompose a business request into a set of smaller and better-defined problems

Outline

1. ML System Design Document

2. Implement ML System

3. Reflection on ML System Design