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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 explores the theory of automata and languages. It includes finite automata and the languages they can define, deterministic and nondeterministic automata,...
This online course gives an introduction to palliative care. It explores what palliative care is, how to communicate with patients, show empathy, and practice difficult...
This course is a continuation of Crypto I and explains the inner workings of public-key systems and cryptographic protocols. Students will learn how to reason about the security...
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 video lecture series explores various topics of human-computer interaction.
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 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 teaches the essential ideas of Computer Science for beginners with no prior experience.
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 program gives an introduction to machine learning and artificial intelligence in healthcare. It includes modules on the healthcare system, clinical data and...
This online video lecture series gives an introduction to Natural Language Understanding as a sub-problem of artificial intelligence.
This online video lecture series explores various topics of robotics.
This online course covers the basics of R: a free programming language and software environment used for statistical computing and graphics.
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