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Explore a compelling keynote address that showcases the transformative power of data science in addressing global challenges. Delve into real-world examples of successful projects led by DataKind, a nonprofit organization dedicated to leveraging data science for humanitarian purposes. Gain insights into the six key components of high-impact data for good programs and learn how to shift from individual interventions to systemic change. Examine the intersection of social justice and data science, focusing on principles of civic engagement, ethical AI practices, and the importance of co-designing inclusive projects. Discover how diverse inputs can lead to equitable outcomes and consider the potential for data scientists to tackle systemic challenges across humanitarian and environmental sectors. Be inspired to contribute to the advancement of Data for Good and explore your role in creating positive change through technology and data-driven solutions.