Exploring Fairness in Machine Learning for International Development

Module 2: Examples of Ethical Challenges in Machine Learning

This module will provide an overview of ethical challenges in machine learning, highlight guiding principles when implementing machine learning solutions, and present a case study on implementation.

Objectives

• Introduce the ethical framework developed by USAID
• Introduce contextually relevant examples on ethical challenges in ML with a focus on data outputs/outcomes

Sections

• USAID Appropriate Use Framework
• Solar Lighting Example