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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) explores gender identity and the gender spectrum by analyzing the real-life experiences of six transgender children and their families.

In this course students will learn about audio signal processing methodologies that are specific for music and of use in real applications. They will learn to analyse,...

This online course teaches scientific writing. It includes topics such as the format of a scientific manuscript, peer review, grant writing, and ethical issues in scientific...

This online video lecture series explores various technology trends and fields of innovation.

This online video lecture series explores various topics of robotics.

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 algorithms for learners with at least a little programming experience.

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 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 series of MOOCs gives an introduction to algorithms.

Cryptography is an indispensable tool for protecting information in computer systems. This course explains the inner workings of cryptographic primitives and how to correctly...

This series of MOOCs explores the fundamentals of probabilistic graphical models.

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...