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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 (MOOC) gives an introduction to the special theory of relativity. The course aims to enable anyone willing to put in some time and effort to understand the...

This online course gives an introduction to the concept of love and explores the idea of love as a force for social justice.

This online video lecture series gives an introduction to Artificial Intelligence (AI).

This online course explores Martin Luther King's life through the documents that have survived from the past.

This course is a basic introduction to Logic. It shows how to formalize information in form of logical sentences. It shows how to reason systematically with this information to...

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...

This online course explores topics such as asymptotic notation, sorting and searching, divide and conquer (master method, integer and matrix multiplication, closest pair), and...

This online course (MOOC) gives participants the information and practical skills needed to optimize the way they eat. Included in the course are the following topics:Background...

This online course explores the theory of automata and languages. It includes finite automata and the languages they can define, deterministic and nondeterministic automata,...

This online course (MOOC) gives an introduction to Game Theory. The course covers the basic concepts, such as representing games and strategies, the extensive form (game trees),...

This online course gives an introduction to the core concepts of ultrasound physics, transthoracic echocardiography, and lung ultrasound, as well as hemodynamic and global...

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 explores rock mechanics, structural geology, earthquake seismology and petroleum engineering to address a wide range of geomechanical problems that arise...

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 statistics. Its goal is for learners to understand statistical thinking concepts that are essential for learning from data. The...

This online course explores some basic recipes from a home cook and two professional chefs who prioritize healthful eating.

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 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 gives an introduction to algorithms for learners with at least a little programming experience.