2 - Introduction to ML Systems Design

2.1 - Business and ML Objectives

2.2 - Requirements for ML Systems

2.2.1 - Reliability

2.2.2 - Scalability

2.2.3 - Maintainability

2.2.4 - Adaptability

2.3 - Iterative Process

2.4 - Framing ML Problems

2.4.1 - Types of ML Tasks

2.4.2 - Objective Functions

2.5 - Mind Versus Data