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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 (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 gives an introduction to hepatitis B and C and liver cancer. It explores topics including the types of viral hepatitis and transmission routes, prevention,...

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 program explores the prevention and treatment of atherosclerotic cardiovascular disease. It offers a practical approach to the prevention of initial and...

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 explores greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes) and dynamic programming (knapsack, sequence alignment, optimal...

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 gives an introduction to Artificial Intelligence (AI).

This course intends to teach givers of all ages, backgrounds, incomes and experiences to give more effectively and will teach how to assess nonprofits, create a high-impact...

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 economics (microeconomics and macroeconomics). The course is designed for beginners with no prior knowledge.

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 covers the basics of R: a free programming language and software environment used for statistical computing and graphics.