DataKind Global

Ethics in Algorithms: Highlights from Cathy O’Neil’s Keynote at the Volunteer Summit

Data ethics are essential for delivering responsible data science, machine learning, and AI projects. However, as a growing field, they’re hotly debated, and many – DataKind included – turn to experts to learn from their experiences. At DataKind, we understand that with overwhelming information, and a changing field, experts can …

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Lessons from a year of discovery in the economic resilience and well-being of communities around the world

Background & Context From facing an unexpected bill to losing your job, to being repeatedly refused loans to start your own business, economic shocks can come in many forms and have wide-ranging effects on the independence, opportunity, and life outcomes of individuals and communities. The ability to withstand, or recover …

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