- 8 Sections
- 57 Lessons
- Lifetime
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- MODULE 1 AI Foundations for Global Development9
- 1.1Lesson 1.1: Understanding the AI Landscape
- 1.2Lesson 1.2: How AI Works: A Non-Technical Overview
- 1.3Lesson 1.3: AI Applications in Health, Agriculture, Climate, and Governance
- 1.4Lesson 1.4: AI in the Global South: Navigating data scarcity, infrastructure gaps, and equity issues.
- 1.5Lesson 1.5: What Every Practitioner Must Know to Get Started
- 1.6Lesson 1.6: Supercharge Your Development Work – Practical AI for Daily Productivity
- 1.7Lesson 1.7: AI Literacy for Development Professionals
- 1.8Activity: Organizational AI Opportunity Map
- 1.9Module 1 Quiz: Demystifying AI for Development20 Questions
- MODULE 2: Generative AI for Program Design & Communication10
- 2.1Lesson 2.1: Prompt Engineering Fundamentals: Chain-of-Thought, Personas, and Structured Output Formatting
- 2.2Lesson: 2.2: Domain-Specific Prompting : Logframes, Policy Briefs, and Stakeholder Analysis
- 2.3Lesson 2.3: Using GenAI for Project Ideation, Theories of Change, and Logframes
- 2.4Lesson 2.4: Drafting Winning Concept Notes and Proposals
- 2.5Lesson 2.5: Creating Powerful Reports, Policy Briefs, and Donor Updates
- 2.6Lesson 2.6: AI for Visuals: Generating Infographics, Stakeholder Maps, and Presentations
- 2.7Lesson 2.7: AI for Fundraising & Donor Engagement
- 2.8Lesson 2.8: Ensuring Accuracy & Avoiding Hallucinations in Proposals and Reports
- 2.9Activity: AI Project Concept Generator
- 2.10Module 2 Quiz: Generative AI for Program Design & Communication20 Questions
- MODULE 3: AI for Data-Driven Decision Making9
- 3.1Lesson 3.1: AI-Enhanced Data Collection: Smart surveys with KoboToolbox and ODK
- 3.2Lesson 3.2: Qualitative Data Analysis: Coding interviews and transcripts at speed
- 3.3Lesson 3.3: Quantitative Data Analysis & Visualization with AI Assistants
- 3.4Lesson 3.3: Quantitative Data Analysis & Visualization with AI Assistants
- 3.5Lesson 3.4: Introduction to Predictive Analytics for poverty mapping and disaster risk
- 3.6Lesson 3.5: Geospatial AI: Analyzing satellite imagery for development insights
- 3.7Lesson 3.6: Data Quality, Cleaning, and Readiness for AI
- 3.8Activity: Build an AI-powered insight dashboard
- 3.9Module 3 Quiz: AI for Data-Driven Decision Making19 Questions
- MODULE 4: Ethics, Equity & Responsible AI7
- 4.1Lesson 4.1: Global Responsible AI Frameworks (UNESCO, OECD, UNICEF)
- 4.2Lesson 4.2: Identifying & Mitigating Algorithmic Bias (gender, ethnicity, disability)
- 4.3Lesson 4.3: Data Governance, Privacy, and Sovereignty
- 4.4Lesson 4.4: Participatory AI: Involving communities in the design process
- 4.5Lesson 4.5: Ethical Risk Assessment & Impact Safeguards for AI Systems
- 4.6Activity: AI Ethics Simulation
- 4.7Module 4 Quiz: Ethics, Equity & Responsible AI20 Questions
- MODULE 5: Building Your AI Strategy & RoadmapTranslate knowledge into an actionable plan for your team or organization.8
- 5.1Lesson 5.1: Conducting an AI Readiness Assessment
- 5.2Lesson 5.2: Integrating AI into Organizational Strategy and Donor Proposals
- 5.3Lesson 5.3: Building AI Capabilities and Strategic Alliances
- 5.4Lesson 5.4: Managing Operational and Technological Risks
- 5.5Lesson 5.5: Leading Organizational Change for AI Adoption
- 5.6Lesson 5.6: From Principles to Practice: Building AI Governance Systems
- 5.7Activity: AI Strategy Canvas for Development Organizations
- 5.8Module 5 Quiz: Building Your AI Strategy & Roadmap20 Questions
- MODULE 6: AI for the SDGs & Future TrendsLook ahead at the cutting-edge of AI for development.7
- 6.1Lesson 6.1: SDG-AI Mapping: Which tools accelerate which goals
- 6.2Lesson 6.2: AI for Climate Resilience, Agriculture, and Humanitarian Action
- 6.3Lesson 6.3: The Future of AI in Global Governance and Regulation
- 6.4Lesson 6.4: Building Local AI Capacity in the Global South
- 6.5Lesson 6.5: AI Business Models for Social Impact Organizations
- 6.6Activity: AI for Sustainable Development
- 6.7Module 6 Quiz: AI for the SDGs & Future Trends20 Questions
- MODULE 7: Capstone Project – Your AI-Enabled SolutionApply everything you’ve learned to a real challenge and create a portfolio-ready product.9
- 7.1Lesson 7.1: Capstone Framework & Track Selection
- 7.2Lesson 7.2: Track A — AI for M&E System Modernization
- 7.3Lesson 7.3: Track B — Humanitarian & Crisis Early Warning AI
- 7.4Lesson 7.4: Track C — AI for Social Services (Health, Education)
- 7.5Lesson 7.5: Track D — Predictive Analytics for Social Protection
- 7.6Lesson 7.6: Track E — AI Strategy for an NGO (Organizational Track)
- 7.7Lesson 7.7: Track F — AI for Fundraising & Proposal Development
- 7.8Lesson 7.8: Track G — Community Feedback & Engagement Systems
- 7.9Lesson 7.9: Track H — Supply Chain & Logistics AI Optimization
- Additional Resources4