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This course teaches how to model social and economic networks and their impact on human behavior. How do networks form, why do they exhibit certain patterns, and how does their...
This online course gives an introduction to statistics. Its goal is for learners to understand statistical thinking concepts that are essential for learning from data. The...
This online course gives an introduction to economics (microeconomics and macroeconomics). The course is designed for beginners with no prior knowledge.
This online course explores the essentials of nonprofit and philanthropy strategy. It will apply the basic elements of strategic planning―from defining the problem through...
This online course (MOOC) teaches how to think like a mathematician. The course is not about traditional mathematical content, but rather about a certain way of thinking to...
In this class, students will learn the basics of the PGM representation and how to construct them, using both human knowledge and machine learning techniques.
This online course presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.
This online course discusses the key problems of parameter estimation in both directed and undirected models, as well as the structure learning task for directed models.
This online course covers the basics of R: a free programming language and software environment used for statistical computing and graphics.
This online video lecture series gives an introduction to Natural Language Understanding as a sub-problem of artificial intelligence.
This online course gives an introduction to COVID-19 (SARS-CoV-2, corona virus) for physicians, nurses, and other healthcare professionals. Topics include symptoms and signs in...
This online course explores Martin Luther King's life through the documents that have survived from the past.
This online course (MOOC) provides an overview of women's health and human rights.
This online video lecture series gives an introduction to Artificial Intelligence (AI).
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