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The Office of the Vice Provost for Advances in Learning (VPAL) creates and catalyzes deeply engaging and scalable learning experiences at Harvard and beyond. It offers courses like Data Science Principles, which provides a code- and math-free introduction to data science topics including prediction, causality, and ethics.
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