AI for Social Impact and Global Challenges

Technology has the power to transform society, but using artificial intelligence for positive change requires a specific set of skills and deep ethical considerations. This course guides you through the intersection of data science and social good, showing you how to identify problems where machine learning can make a measurable difference. You will gain a clear understanding of how to bridge the gap between technical capabilities and human needs. The course focuses on practical frameworks for deploying technology in ways that are sustainable, inclusive, and focused on the public interest. What you'll learn: - Understand the foundational concepts of machine learning and its role in driving social change - Evaluate ethical frameworks to ensure AI solutions are fair, transparent, and inclusive - Explore how modern language models and generative AI can support education and crisis response - Identify data sources and analysis techniques for tracking environmental and public health trends - Apply human-centric design principles to technology-driven social interventions - Practice formulating problem statements for complex global challenges using AI methodology The curriculum moves from core definitions and ethical principles to the practical application of AI in diverse humanitarian sectors. This course is designed for beginners who want to understand the potential of technology for good, with no prior programming or data science experience required. Take the first step toward building a more equitable future through informed technology use.