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This online course explores the mathematical and computational models that are used in the field of theoretical neuroscience to analyze the collective dynamics of thousands of...
This online course is designed to provide both an in-depth and an intuitive understanding of the theory behind modern discrete-time signal processing systems and applications.
This online course (MOOC) shows how to design, build, and program dynamical, legged robots that can operate in the real world.
This online course explores the essentials of machine learning and algorithms to help improve learning from data without human intervention. Topics of the course include:...
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,...
Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...
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 explores algorithmics and graph theory using Python.
This online course gives an introduction to least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class in...
This online course gives an introduction to deep learning for applications such as natural language processing, computer vision, and many others. It is designed for students...
This online course teaches a comprehensive set of simulation techniques to predict the performance of photonic nanostructures.
This online course teaches how to be an adaptive leader in development and how to uncover local solutions to complex problems in developing countries.
This course teaches essential analytics models and methods and how to appropriately apply them, using tools such as R, to retrieve desired insights.
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 MOOC teaches a calculus that enables quantitative predictions of large combinatorial structures. In addition, the MOOC also covers generating functions and real asymptotics...
This online course teaches how to lead a firm to make better business decisions using analytic methods and create competitive advantages from data.
This online course teaches the principles and techniques for digital forensics investigation and the spectrum of available computer forensics tools.
This video course explains the Law of the International Community, including how International Law is created, applied and upheld in today's world.
Predictive analytics is emerging as a competitive strategy across many business sectors and can set apart high performing companies. It aims to predict the probability of the...
This online course gives an introduction to synchrotron and X-Ray Free Electron Lasers (XFELs) facilities and associated techniques.
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