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This online course program gives an introduction to the latest cutting-edge methods in Deep Learning for Medical Applications. It includes health data analysis, different types...

This online course teaches how to integrate a photovoltaic system into a microgrid of your design.

This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.

This online course explores the fundamental principles underlying fluid dynamics; including the kinematics of deformation, hydrostatics & buoyancy, inviscid flow and the...

This online course teaches how to apply engineering principles, such as Agile, to build a full-stack software system.

This online course focuses on the exploration of HTML5-based APIs, but also introduces some advanced features related to HTML5, such as Web components, advanced multimedia,...

This online course (MOOC) teaches the methods and strategies for using large-scale educational data to improve education and make discoveries about learning.

This online course presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.

In this Part 3 of the online course, you’ll explore translation of mRNA to protein, a key part of the central dogma of biology. 

Through a combination of classic papers and more recent work, students will explore automated decision-making from a computer-science perspective. They will examine efficient...

This MOOC teaches a calculus that enables quantitative predictions of large combinatorial structures. In addition, the MOOC also covers generating functions and real asymptotics...

This video lecture discusses the computational complexity theory, including the Chomsky hierarchy, (un-) decidability,SPACE versus TIME, EXPSPACE and more advanced topics.

This course explores regularized linear regression models for the task of prediction and feature selection. Students will be able to handle very large sets of features and...

In this online course, participants will learn advanced concepts underpinning the design of today’s multicore-based computers. Additionally, they will learn how design decisions...

This online course teaches about the communication culture in China, such as the Chinese address system, metaphors, taboo words and euphemisms, Chinese terms of respect and...

This online video lecture series discusses advanced topics related to algorithms in computer science.

This course covers intermediate topics in software development. In this course, students will move beyond coding in the “main” method to learn to design and build more complex...

This online course will focus on magnetic resonance imaging, also known as an MRI. In the first part of the course, the dynamic of spins in a magnetic field is described,...

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.

With this online course, participants will get an overall view of the increasingly complex challenges of global business from the insights, perspectives and experience of...