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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 discusses advanced concepts of Game Theory.The course includes social choice theory (i.e., collective decision making), mechanism design, and auctions. (Note:...
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 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 programming language compilers. It includes aspects such as lexical analysis, parsing, syntax-directed translation, abstract syntax trees, types and...
This online course gives an introduction to a variety of infectious diseases using a patient-centered, story-based approach. It includes various bacterial and viral infections.
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 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 program explores how palliative medicine integrates with patient care. The course series was designed for health care practitioners, patients and caregivers.
This online video lecture series gives an introduction to Natural Language Understanding as a sub-problem of artificial intelligence.
This online course teaches the essential ideas of Computer Science for beginners with no prior experience.
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 course gives an introduction to the concept of love and explores the idea of love as a force for social justice.
This online course explores rock mechanics, structural geology, earthquake seismology and petroleum engineering to address a wide range of geomechanical problems that arise...
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