Course curriculum

    1. Course Welcome

    1. An Overview of AI Methods

    2. Knowledge Check 1

    3. Potential Applications of AI in Humanitarian Settings

    4. AI: Promises and Risks

    5. Knowledge Check 2

    6. Handout: Foundational AI Methods

    7. Handout: Ethical Accountability and Key Safeguards for AI Deployment

    8. Handout: Strategic Applications of Machine Learning Modalities

    9. Final Assessment: Module 1

    1. Humanitarian Principles and AI Ethics

    2. Knowledge Check 1

    3. Structured Harm Assessment for Humanitarian AI

    4. Community Engagement

    5. Knowledge Check 2

    6. Handout: The Signal Code Framework

    7. Final Assessment: Module 2

    1. Understanding How Data Moves Through Your System

    2. Understanding Data Types and Quality

    3. Knowledge Check 1

    4. Protecting Humanitarian Data

    5. Knowledge Check 2

    6. Handout: Data Quality Assessment

    7. Handout: Informed Consent Toolkit

    8. Final Assessment: Module 3

    1. Problem-First Thinking

    2. Knowledge Check 1

    3. The Decision Framework

    4. Knowledge Check 2

    5. Handout: Problem Definition Canvas

    6. Final Assessment: Module 4

    1. Building Your Implementation Plan

    2. Knowledge Check 1

    3. Justifying and Communicating Your Approach

    4. Knowledge Check 2

    5. Final Assessment: Module 5 (Scenario-Based)

About this course

  • Free
  • 37 lessons
  • 2 hours of video content

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